## libraries
library(rgl)
library(TCGAbiolinks)
#library(TCGA2STAT)
library(caret)
## Loading required package: lattice
## Loading required package: ggplot2
library(ggplot2)
library(MASS)
library(heatmap.plus)
library(reshape2)
library(RColorBrewer)
library(ConsensusClusterPlus)
library(sigclust)
library(pheatmap)
library(tsne)
library(gplots)
##
## Attaching package: 'gplots'
## The following object is masked from 'package:stats':
##
## lowess
library(ggradar)
library(doMC)
## Loading required package: foreach
## Loading required package: iterators
## Loading required package: parallel
library (tidyverse)
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## ✓ tibble 3.0.4 ✓ dplyr 1.0.2
## ✓ tidyr 1.1.2 ✓ stringr 1.4.0
## ✓ readr 1.4.0 ✓ forcats 0.5.0
## ✓ purrr 0.3.4
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## color
colors = c(
"#386cb0",
"#fdb462",
"#7fc97f",
"#ef3b2c",
"#662506",
"#a6cee3",
"#fb9a99",
"#984ea3",
"#ffff33"
)
# --- importing data ---#
# TODO: data exceeds github limit, will need to upload to Zenodo
expression_data_dir <- '/Users/mohama32/Documents/projects/GTCancerClassifier/OGFGT_data/'
meta_data_dir <- '/Users/mohama32/Documents/projects/GTCancerClassifier/OGFGT/data'
# import list of GT genes
gt_file <- file.path(meta_data_dir, 'GT_Genes2.txt')
gt <- read_tsv(gt_file, col_names = FALSE); gt <- gt$X1
##
## ── Column specification ────────────────────────────────────────────────────────
## cols(
## X1 = col_character()
## )
## get expression data
#gbm <- getTCGA(disease = 'GBM', clinical = T)
#lgg <- getTCGA(disease = 'LGG', clinical = T)
#save(list = c('gbm', 'lgg'), file = 'glioma.rda')
load(file.path(expression_data_dir, 'glioma.rda'))
# --- gene data ---#
## subset expression data on the GT genes
gbm_gt <- as.data.frame(t(gbm$dat[rownames(gbm$dat) %in% gt,]))
lgg_gt <- as.data.frame(t(lgg$dat[rownames(lgg$dat) %in% gt,]))
glioma_gt <- rbind(gbm_gt, lgg_gt)
glioma_gt$patient <- sapply(
rownames(glioma_gt),
function (x) paste0(strsplit(x, "-")[[1]][1:3], collapse = "-")
)
# --- col data (subtypes) ---#
## get subtype data
gbm_subtype <- TCGAbiolinks::TCGAquery_subtype(tumor = 'GBM')
## gbm subtype information from:doi:10.1016/j.cell.2015.12.028
lgg_subtype <- TCGAbiolinks::TCGAquery_subtype(tumor = 'LGG')
## lgg subtype information from:doi:10.1016/j.cell.2015.12.028
## subset the subtype data on Original.Subtype, ATRX.status and IDH.status
grep_term <- "Original.Subtype|IDH.status|ATRX.status|patient"
glioma_subtype <- rbind(
gbm_subtype[, grep(grep_term, colnames(gbm_subtype))],
lgg_subtype[, grep(grep_term, colnames(lgg_subtype))]
)
## merge expression data with subtype data
glioma <- merge(glioma_subtype, glioma_gt)
# --- data preprocessing ---#
## preporcess the data for exporation
set.seed(61186)
pp_explore <- preProcess(glioma, method = c('nzv', 'center', 'scale', 'YeoJohnson'))
ppglioma <- predict(pp_explore, glioma)
# --- data exploration ---#
pca_glioma <- prcomp(ppglioma[,-c(1:4)])
idh.idx <- !is.na(glioma$IDH.status)
atrx.idx <- !is.na(glioma$ATRX.status)
original.idx <- !is.na(glioma$Original.Subtype)
IDH.status <- data.frame(
IDH.status = ifelse(
ppglioma$Original.Subtype == 'IDHmut-codel',
'IDHmut-codel',
ifelse(
ppglioma$Original.Subtype == 'IDHmut-non-codel',
'IDHmut-non-codel',
'IDH-wt'
)
)
)
# --- visualisation ---#
p1 <- ggplot(
as.data.frame(pca_glioma$x[idh.idx,]),
aes(
PC1,
PC2,
color = glioma$IDH.status[idh.idx],
fill = glioma$IDH.status[idh.idx]))+
geom_point()+
stat_ellipse(geom="polygon", alpha=0.2, type = "t", linetype = 2)
p1
p2 <- ggplot(
as.data.frame(pca_glioma$x[atrx.idx,]),
aes(
PC1,
PC2,
color = glioma$ATRX.status[atrx.idx],
fill = glioma$ATRX.status[atrx.idx]))+
geom_point()+
stat_ellipse(geom="polygon", alpha=0.2, type = "t", linetype = 2)
p2
p3 <- ggplot(
as.data.frame(pca_glioma$x[original.idx,]),
aes(
PC1,
PC2,
color = glioma$Original.Subtype[original.idx],
fill = glioma$Original.Subtype[original.idx]))+
geom_point()+
stat_ellipse(geom="polygon", alpha=0.2, type = "t", linetype = 2)
p3
pltdt <- pca_glioma$x[original.idx,]
# --- EDA: LDA ---#
## explore: LD for the original.subtype variable
ld_original <- lda(Original.Subtype ~ ., data = glioma[,-c(1:3)])
ld_projecions <- as.data.frame(predict(ld_original, glioma)$x)
ld_subtype <- cbind(
data.frame(subtype = glioma$Original.Subtype),
ld_projecions
)
#write.csv(ld_subtype, 'ld_subtype.csv', row.names = T, quote = F)
## TODO: check what confmat is needed for, available as .tex,
### check if it can be converted
#cc <- data.frame(group=rownames(confmat$byClass), confmat$byClass[,-c(6,8:10)])
#ld_idh <- cbind(
# data.frame(idh = glioma$IDH.status),
# ld_projecions
#)
#write.csv(ld_idh, 'ld_idh.csv', row.names = T, quote = F)
plot3d(
ld_subtype[]
)
# --- expression profile analysis ---#
# --- visualisation ---#
## explore: differential expression: heatmap
idh.colors <- c("black", "gray")
subtype.colors <- palette()
color.mat <- as.matrix(
data.frame(
idh = idh.colors[factor(glioma$IDH.status)],
subtype = subtype.colors[factor(glioma$Original.Subtype)],
atrx = ifelse(
ppglioma[,4] == 'IDHmut-codel',
"red",
ifelse(
ppglioma[,4] == 'IDHmut-non-codel',
"blue",
"tan3"
)
)
)
)
color.mat[is.na(color.mat)] <- 'yellow'
d <- dist(x = ppglioma[,-c(1:4)], method = 'max')
hfun <- function (x) {hclust(
d = dist(x, method = 'euc'),
method = 'ward.D2'
)}
numeric_mat <- as.matrix(ppglioma[,-c(1:4)])
numeric_mat <- numeric_mat[,order(pca_glioma$rotation[,1])]
numeric_mat[numeric_mat> 2] <- 2
numeric_mat[numeric_mat< -2] <- -2
#pdf("hc-gbm.pdf", width = 8, height = 16)
heatmap.2(
as.matrix(numeric_mat),
Colv = T,
RowSideColors = color.mat[,3],
trace = 'none',
col = colorRampPalette(c(rep("red", 1), "black", rep("green", 1)))(256),
hclustfun = hfun,
labRow=NULL, key=FALSE
)
#dev.off()
# --- expression profile analysis ---#
# ---visualisation ---#
source('../R/theme_publication.R')
plotDF <- melt(
cbind(
data.frame(patient = ppglioma$patient),
IDH.status,
numeric_mat
),
id.vars = c('patient', 'IDH.status')
)
pltDF_mean <- aggregate(value ~ IDH.status + variable, data = plotDF, FUN = mean)
pltDF_sd <- aggregate(value ~ IDH.status + variable, data = plotDF, FUN = sd)
extrafont::loadfonts()
ggplot()+
#geom_line(aes(x = plotDF$variable, y = plotDF$value, color = plotDF$IDH.status, group = plotDF$patient), alpha = 0.01)+
geom_errorbar(aes(x = pltDF_mean$variable, ymin = pltDF_mean$value-pltDF_sd$value, ymax = pltDF_mean$value+pltDF_sd$value, color = pltDF_sd$IDH.status), width = 0.3, size = 0.5)+
geom_line(aes(x = pltDF_mean$variable, y = pltDF_mean$value, color = pltDF_mean$IDH.status, group = pltDF_mean$IDH.status), size = 0.5)+
geom_point(aes(x = pltDF_mean$variable, y = pltDF_mean$value, color = pltDF_mean$IDH.status, group = pltDF_mean$IDH.status))+
#facet_grid(IDH.status~.)+
geom_hline(yintercept = 0, size = 0.2)+
ylab("Normalized expression")+
xlab("")+
#theme_Publication()+
scale_colour_Publication(name="Subtype")+
theme(axis.text.x = element_text(angle = 90, hjust = 1, vjust = 0.3))
##
## Attaching package: 'scales'
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## discard
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## col_factor
ggsave("gbm-exp-figure.pdf", width = 12, height = 4, device = cairo_pdf)
## expression profile: heatmap
meanProfile <- dcast(pltDF_mean, IDH.status ~ variable)
rownames(meanProfile) <- meanProfile[,1]
colors <- colorRampPalette(c("darkblue", "white", "darkred"))(7)
#pdf("gbm-meanexp.pdf", width = 12, height = 2.3)
pheatmap::pheatmap(as.matrix(meanProfile[,-1]), color = colors)
#dev.off()
# --- survival analysis ---#
## subset expression data on the GT genes
subset_vars <- c('bcr', 'status', 'OS', gt)
gbm_gt <- as.data.frame(gbm$merged.dat[, colnames(gbm$merged.dat) %in% subset_vars])
lgg_gt <- as.data.frame(lgg$merged.dat[, colnames(lgg$merged.dat) %in% subset_vars])
glioma_gt <- rbind(gbm_gt, lgg_gt)
glioma_gt$patient <- sapply(
glioma_gt$bcr,
function (x) paste0(strsplit(x, "-")[[1]][1:3], collapse = "-")
)
## get subtype data
gbm_subtype <- TCGAquery_subtype(tumor = 'GBM')
## gbm subtype information from:doi:10.1016/j.cell.2015.12.028
lgg_subtype <- TCGAquery_subtype(tumor = 'LGG')
## lgg subtype information from:doi:10.1016/j.cell.2015.12.028
## subset the subtype data on Original.Subtype, ATRX.status and IDH.status
grep_term <- "Original.Subtype|IDH.status|patient"
glioma_subtype <- rbind(
gbm_subtype[, grep(grep_term, colnames(gbm_subtype))],
lgg_subtype[, grep(grep_term, colnames(lgg_subtype))]
)
## merge expression data with subtype data
glioma <- merge(glioma_subtype, glioma_gt)
## survival plotting function based on survival package
## adopted from http://www.liuzlab.org/TCGA2STAT/viz.misc.R
mypamr.plotsurvival <- function (group, survival.time, censoring.status, cols, lty, lwd)
{
require(survival)
n.class <- length(unique(group))
junk <- survfit(Surv(survival.time, censoring.status) ~ as.factor(group))
junk2 <- coxph(Surv(survival.time, censoring.status) ~ as.factor(group))
pv <- 1 - pchisq(2 * (junk2$loglik[2] - junk2$loglik[1]),
df = n.class - 1)
plot(junk, col = cols, xlab = "Years", ylab = "Probability of survival", lty=lty, lwd=lwd)
legend(x=15, y=1, col = cols, lty = lty, lwd=lwd, legend = as.character(1:n.class), box.lwd=1)
text(0.1 * max(survival.time), 0.25, paste("p =", as.character(round(pv, 4))), cex=0.8)
print(pv)
return()
}
## Plot survival data based on the IDH.status
plotdat <- glioma[,c(2,5,6)]
mypamr.plotsurvival(plotdat[,1], plotdat[,3]/365, plotdat[,2], cols = c('blue', 'red'), lty = c(1,2), lwd = c(2,2))
## Loading required package: survival
##
## Attaching package: 'survival'
## The following object is masked from 'package:caret':
##
## cluster
## [1] 0
## NULL
## Plot survival data based on IDH.status and codeletion
idh.codel <- ifelse(glioma$Original.Subtype == 'IDHmut-codel', 'IDHmut-codel', ifelse(glioma$Original.Subtype == 'IDHmut-non-codel', 'IDHmut-non-codel', 'IDHwt'))
plotdat$idh.codel <- factor(idh.codel)
#pdf("gbm-survival.pdf", width = 5, height = 5)
mypamr.plotsurvival(plotdat[,4], plotdat[,3]/365, plotdat[,2], cols = colors[1:3], lty = c(1,1,1), lwd = c(2,2,2))
## [1] 0
## NULL
#dev.off()
## Plot survival data based on the IDH.status
plotdat <- glioma[,c(2,5,6)]
mypamr.plotsurvival(plotdat[,1], plotdat[,3]/365, plotdat[,2], cols = c('blue', 'red'), lty = c(1,2), lwd = c(2,2))
## [1] 0
## NULL
## Plot survival data based on IDH.statu and codeletion
idh.codel <- ifelse(glioma$Original.Subtype == 'IDHmut-codel', 'IDHmut-codel', ifelse(glioma$Original.Subtype == 'IDHmut-non-codel', 'IDHmut-non-codel', 'IDHwt'))
plotdat$idh.codel <- factor(idh.codel)
#pdf("gbm-survival.pdf", width = 5, height = 5)
mypamr.plotsurvival(plotdat[,4], plotdat[,3]/365, plotdat[,2], cols = colors[1:3], lty = c(1,1,1), lwd = c(2,2,2))
## [1] 0
## NULL
#dev.off()
## plot survival data based on de novo clustering
d <- glioma[,-c(1:6)]
pp <- preProcess(d, method = c('nzv', 'center', 'scale', 'YeoJohnson'))
ppd <- predict(pp, d)
tppd <- t(ppd)
set.seed(61186)
cc <- ConsensusClusterPlus(d = tppd, maxK = 10, plot = 'pdf', seed = 1, reps = 1000)
## end fraction
## clustered
## clustered
## clustered
## clustered
## clustered
## clustered
## clustered
## clustered
## clustered
denovo2 <- cc[[2]]$consensusClass
denovo3 <- cc[[5]]$consensusClass
#pdf("gbm-survival-dn.pdf", width = 5, height = 5)
mypamr.plotsurvival(denovo3, plotdat[,3]/365, plotdat[,2], cols = brewer.pal(9, "Dark2"), lwd = c(2,2,2), lty = rep(1,5))
## Warning in brewer.pal(9, "Dark2"): n too large, allowed maximum for palette Dark2 is 8
## Returning the palette you asked for with that many colors
## [1] 0
## NULL
#dev.off()
# --- discard this chunk, 58 predictors, low performance, biclass, not mentioned in the manuscript
# --- Modelling biclass RDA GBM model (Mut vs WT) ---#
glioma$idh.codel <- idh.codel
attach(glioma)
## The following objects are masked _by_ .GlobalEnv:
##
## idh.codel, IDH.status
## split the data into training and testing
set.seed(61186)
intrain <- createDataPartition(glioma$IDH.status[!is.na(glioma$IDH.status)], p = 0.7, list = F)
training <- glioma[intrain,]
testing <- glioma[-intrain,]
## preprocessing
pp <- preProcess(training[,-c(1:6,62)], method = c('nzv', 'center', 'scale', 'YeoJohnson'))
pptraining <- predict(pp, training)
## training control
hold_out <- lapply(unique(idh.codel), function(x) grep(x, pptraining))
steps <- seq(1, nrow(pptraining), ceiling(nrow(pptraining)/10))
kfolds <- lapply(
steps,
function(x) {
seq(x, ifelse(x==steps[length(steps)], nrow(pptraining), x+steps[2]-steps[1]-1), 1)
}
)
indecies <- c(hold_out, kfolds)
ctrl <- trainControl(
method = 'cv',
number = 10,
#summaryFunction = twoClassSummary,
savePredictions = T,
classProbs = T,
indexOut = indecies,
verboseIter = T
)
rdaGrid <- expand.grid(gamma = 1:4/4, lambda = 0:4/4)
## training the RDA model
data <- pptraining[!is.na(pptraining$IDH.status),]; data <- na.omit(data)
data <- pptraining[,-c(1:4, 65)[-2]]
# patients with IDH.status == NA
# TCGA-06-5416, TCGA-19-1787, TCGA-19-4065, TCGA-HW-7493
data <- na.omit(data)
rdafit.idh <- train(
IDH.status ~ .,
data = data,
method = 'rda',
trControl = ctrl,
tuneGrid = rdaGrid,
metirc = 'ROC'
)
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## Warning in nominalTrainWorkflow(x = x, y = y, wts = weights, info = trainInfo, :
## There were missing values in resampled performance measures.
## Aggregating results
## Selecting tuning parameters
## Fitting gamma = 0.75, lambda = 1 on full training set
confmat <- confusionMatrix(rdafit.idh)
pheatmap(
confmat$table,
color = brewer.pal(10, 'Blues'),
display_numbers = T,
number_color = 'black',
number_format = '%.2f',
cluster_rows = F,
cluster_cols = F
)
## Warning in brewer.pal(10, "Blues"): n too large, allowed maximum for palette Blues is 9
## Returning the palette you asked for with that many colors
## blind internal testing
pptesting <- predict(pp, testing)
pptesting <- pptesting[!is.na(pptesting$IDH.status), ]
preds <- predict(rdafit.idh, pptesting[,-c(1:4, 65)])
confmat <- confusionMatrix(preds, pptesting$IDH.status[-201])
pheatmap(
confmat$table,
color = brewer.pal(10, 'Blues'),
display_numbers = T,
number_color = 'black',
number_format = '%d',
cluster_rows = F,
cluster_cols = F
)
## Warning in brewer.pal(10, "Blues"): n too large, allowed maximum for palette Blues is 9
## Returning the palette you asked for with that many colors
# --- Modelling (IDH + codel) --- #
## split the data into training and testing
glioma$idh.codel <- idh.codel
attach(glioma)
## The following objects are masked _by_ .GlobalEnv:
##
## idh.codel, IDH.status
## The following objects are masked from glioma (pos = 3):
##
## B3GNT1, B3GNT2, B3GNT3, B3GNT4, B3GNT5, B3GNT6, B3GNT7, B3GNT8,
## B3GNT9, B4GALT1, B4GALT2, B4GALT3, B4GALT4, B4GALT5, bcr, C1GALT1,
## C1GALT1C1, CHST1, CHST2, CHST4, FUT1, FUT10, FUT11, FUT2, FUT3,
## FUT4, FUT5, FUT6, FUT7, FUT9, GALNT1, GALNT10, GALNT11, GALNT12,
## GALNT13, GALNT14, GALNT2, GALNT3, GALNT4, GALNT5, GALNT6, GALNT7,
## GALNT8, GALNT9, GCNT1, GCNT2, GCNT3, GCNT4, GCNT7, idh.codel,
## IDH.status, Original.Subtype, OS, patient, ST3GAL1, ST3GAL2,
## ST3GAL3, ST3GAL4, ST3GAL6, ST6GAL1, ST6GALNAC1, status
set.seed(61186)
glioma$idh.codel <- make.names(glioma$idh.codel)
glioma <- na.omit(glioma)
intrain <- createDataPartition(glioma$idh.codel[!is.na(glioma$idh.codel)], p = 0.7, list = F)
training <- glioma[intrain,]
testing <- glioma[-intrain,]
## preprocessing
pp <- preProcess(training[,-c(1:6,62)], method = c('nzv', 'center', 'scale', 'YeoJohnson'))
pptraining <- predict(pp, training)
## training control
hold_out <- lapply(unique(idh.codel), function(x) grep(x, pptraining))
steps <- seq(1, nrow(pptraining), ceiling(nrow(pptraining)/10))
kfolds <- lapply(
steps,
function(x) {
seq(x, ifelse(x==steps[length(steps)], nrow(glioma), x+steps[2]-steps[1]-1), 1)
}
)
indecies <- c(hold_out, kfolds)
ctrl <- trainControl(
method = 'repeatedcv',
number = 10, repeats = 10,
#summaryFunction = twoClassSummary,
savePredictions = T,
classProbs = T,
#indexOut = indecies,
verboseIter = T
)
rdaGrid <- expand.grid(gamma = 1:4/4, lambda = 0:4/4)
## training the RDA model (multi class: IDHmut.codel IDHmut.non-codel, IDHwt)
rdafit.idh <- train(
idh.codel ~ .,
data = pptraining[!is.na(pptraining$idh.codel),-c(1:6)],
method = 'rda',
trControl = ctrl,
tuneGrid = rdaGrid,
metirc = 'ROC'
)
## + Fold01.Rep01: gamma=0.25, lambda=0.00
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## + Fold03.Rep01: gamma=1.00, lambda=0.25
## - Fold03.Rep01: gamma=1.00, lambda=0.25
## + Fold03.Rep01: gamma=0.25, lambda=0.50
## - Fold03.Rep01: gamma=0.25, lambda=0.50
## + Fold03.Rep01: gamma=0.50, lambda=0.50
## - Fold03.Rep01: gamma=0.50, lambda=0.50
## + Fold03.Rep01: gamma=0.75, lambda=0.50
## - Fold03.Rep01: gamma=0.75, lambda=0.50
## + Fold03.Rep01: gamma=1.00, lambda=0.50
## - Fold03.Rep01: gamma=1.00, lambda=0.50
## + Fold03.Rep01: gamma=0.25, lambda=0.75
## - Fold03.Rep01: gamma=0.25, lambda=0.75
## + Fold03.Rep01: gamma=0.50, lambda=0.75
## - Fold03.Rep01: gamma=0.50, lambda=0.75
## + Fold03.Rep01: gamma=0.75, lambda=0.75
## - Fold03.Rep01: gamma=0.75, lambda=0.75
## + Fold03.Rep01: gamma=1.00, lambda=0.75
## - Fold03.Rep01: gamma=1.00, lambda=0.75
## + Fold03.Rep01: gamma=0.25, lambda=1.00
## - Fold03.Rep01: gamma=0.25, lambda=1.00
## + Fold03.Rep01: gamma=0.50, lambda=1.00
## - Fold03.Rep01: gamma=0.50, lambda=1.00
## + Fold03.Rep01: gamma=0.75, lambda=1.00
## - Fold03.Rep01: gamma=0.75, lambda=1.00
## + Fold03.Rep01: gamma=1.00, lambda=1.00
## - Fold03.Rep01: gamma=1.00, lambda=1.00
## + Fold04.Rep01: gamma=0.25, lambda=0.00
## - Fold04.Rep01: gamma=0.25, lambda=0.00
## + Fold04.Rep01: gamma=0.50, lambda=0.00
## - Fold04.Rep01: gamma=0.50, lambda=0.00
## + Fold04.Rep01: gamma=0.75, lambda=0.00
## - Fold04.Rep01: gamma=0.75, lambda=0.00
## + Fold04.Rep01: gamma=1.00, lambda=0.00
## - Fold04.Rep01: gamma=1.00, lambda=0.00
## + Fold04.Rep01: gamma=0.25, lambda=0.25
## - Fold04.Rep01: gamma=0.25, lambda=0.25
## + Fold04.Rep01: gamma=0.50, lambda=0.25
## - Fold04.Rep01: gamma=0.50, lambda=0.25
## + Fold04.Rep01: gamma=0.75, lambda=0.25
## - Fold04.Rep01: gamma=0.75, lambda=0.25
## + Fold04.Rep01: gamma=1.00, lambda=0.25
## - Fold04.Rep01: gamma=1.00, lambda=0.25
## + Fold04.Rep01: gamma=0.25, lambda=0.50
## - Fold04.Rep01: gamma=0.25, lambda=0.50
## + Fold04.Rep01: gamma=0.50, lambda=0.50
## - Fold04.Rep01: gamma=0.50, lambda=0.50
## + Fold04.Rep01: gamma=0.75, lambda=0.50
## - Fold04.Rep01: gamma=0.75, lambda=0.50
## + Fold04.Rep01: gamma=1.00, lambda=0.50
## - Fold04.Rep01: gamma=1.00, lambda=0.50
## + Fold04.Rep01: gamma=0.25, lambda=0.75
## - Fold04.Rep01: gamma=0.25, lambda=0.75
## + Fold04.Rep01: gamma=0.50, lambda=0.75
## - Fold04.Rep01: gamma=0.50, lambda=0.75
## + Fold04.Rep01: gamma=0.75, lambda=0.75
## - Fold04.Rep01: gamma=0.75, lambda=0.75
## + Fold04.Rep01: gamma=1.00, lambda=0.75
## - Fold04.Rep01: gamma=1.00, lambda=0.75
## + Fold04.Rep01: gamma=0.25, lambda=1.00
## - Fold04.Rep01: gamma=0.25, lambda=1.00
## + Fold04.Rep01: gamma=0.50, lambda=1.00
## - Fold04.Rep01: gamma=0.50, lambda=1.00
## + Fold04.Rep01: gamma=0.75, lambda=1.00
## - Fold04.Rep01: gamma=0.75, lambda=1.00
## + Fold04.Rep01: gamma=1.00, lambda=1.00
## - Fold04.Rep01: gamma=1.00, lambda=1.00
## + Fold05.Rep01: gamma=0.25, lambda=0.00
## - Fold05.Rep01: gamma=0.25, lambda=0.00
## + Fold05.Rep01: gamma=0.50, lambda=0.00
## - Fold05.Rep01: gamma=0.50, lambda=0.00
## + Fold05.Rep01: gamma=0.75, lambda=0.00
## - Fold05.Rep01: gamma=0.75, lambda=0.00
## + Fold05.Rep01: gamma=1.00, lambda=0.00
## - Fold05.Rep01: gamma=1.00, lambda=0.00
## + Fold05.Rep01: gamma=0.25, lambda=0.25
## - Fold05.Rep01: gamma=0.25, lambda=0.25
## + Fold05.Rep01: gamma=0.50, lambda=0.25
## - Fold05.Rep01: gamma=0.50, lambda=0.25
## + Fold05.Rep01: gamma=0.75, lambda=0.25
## - Fold05.Rep01: gamma=0.75, lambda=0.25
## + Fold05.Rep01: gamma=1.00, lambda=0.25
## - Fold05.Rep01: gamma=1.00, lambda=0.25
## + Fold05.Rep01: gamma=0.25, lambda=0.50
## - Fold05.Rep01: gamma=0.25, lambda=0.50
## + Fold05.Rep01: gamma=0.50, lambda=0.50
## - Fold05.Rep01: gamma=0.50, lambda=0.50
## + Fold05.Rep01: gamma=0.75, lambda=0.50
## - Fold05.Rep01: gamma=0.75, lambda=0.50
## + Fold05.Rep01: gamma=1.00, lambda=0.50
## - Fold05.Rep01: gamma=1.00, lambda=0.50
## + Fold05.Rep01: gamma=0.25, lambda=0.75
## - Fold05.Rep01: gamma=0.25, lambda=0.75
## + Fold05.Rep01: gamma=0.50, lambda=0.75
## - Fold05.Rep01: gamma=0.50, lambda=0.75
## + Fold05.Rep01: gamma=0.75, lambda=0.75
## - Fold05.Rep01: gamma=0.75, lambda=0.75
## + Fold05.Rep01: gamma=1.00, lambda=0.75
## - Fold05.Rep01: gamma=1.00, lambda=0.75
## + Fold05.Rep01: gamma=0.25, lambda=1.00
## - Fold05.Rep01: gamma=0.25, lambda=1.00
## + Fold05.Rep01: gamma=0.50, lambda=1.00
## - Fold05.Rep01: gamma=0.50, lambda=1.00
## + Fold05.Rep01: gamma=0.75, lambda=1.00
## - Fold05.Rep01: gamma=0.75, lambda=1.00
## + Fold05.Rep01: gamma=1.00, lambda=1.00
## - Fold05.Rep01: gamma=1.00, lambda=1.00
## + Fold06.Rep01: gamma=0.25, lambda=0.00
## - Fold06.Rep01: gamma=0.25, lambda=0.00
## + Fold06.Rep01: gamma=0.50, lambda=0.00
## - Fold06.Rep01: gamma=0.50, lambda=0.00
## + Fold06.Rep01: gamma=0.75, lambda=0.00
## - Fold06.Rep01: gamma=0.75, lambda=0.00
## + Fold06.Rep01: gamma=1.00, lambda=0.00
## - Fold06.Rep01: gamma=1.00, lambda=0.00
## + Fold06.Rep01: gamma=0.25, lambda=0.25
## - Fold06.Rep01: gamma=0.25, lambda=0.25
## + Fold06.Rep01: gamma=0.50, lambda=0.25
## - Fold06.Rep01: gamma=0.50, lambda=0.25
## + Fold06.Rep01: gamma=0.75, lambda=0.25
## - Fold06.Rep01: gamma=0.75, lambda=0.25
## + Fold06.Rep01: gamma=1.00, lambda=0.25
## - Fold06.Rep01: gamma=1.00, lambda=0.25
## + Fold06.Rep01: gamma=0.25, lambda=0.50
## - Fold06.Rep01: gamma=0.25, lambda=0.50
## + Fold06.Rep01: gamma=0.50, lambda=0.50
## - Fold06.Rep01: gamma=0.50, lambda=0.50
## + Fold06.Rep01: gamma=0.75, lambda=0.50
## - Fold06.Rep01: gamma=0.75, lambda=0.50
## + Fold06.Rep01: gamma=1.00, lambda=0.50
## - Fold06.Rep01: gamma=1.00, lambda=0.50
## + Fold06.Rep01: gamma=0.25, lambda=0.75
## - Fold06.Rep01: gamma=0.25, lambda=0.75
## + Fold06.Rep01: gamma=0.50, lambda=0.75
## - Fold06.Rep01: gamma=0.50, lambda=0.75
## + Fold06.Rep01: gamma=0.75, lambda=0.75
## - Fold06.Rep01: gamma=0.75, lambda=0.75
## + Fold06.Rep01: gamma=1.00, lambda=0.75
## - Fold06.Rep01: gamma=1.00, lambda=0.75
## + Fold06.Rep01: gamma=0.25, lambda=1.00
## - Fold06.Rep01: gamma=0.25, lambda=1.00
## + Fold06.Rep01: gamma=0.50, lambda=1.00
## - Fold06.Rep01: gamma=0.50, lambda=1.00
## + Fold06.Rep01: gamma=0.75, lambda=1.00
## - Fold06.Rep01: gamma=0.75, lambda=1.00
## + Fold06.Rep01: gamma=1.00, lambda=1.00
## - Fold06.Rep01: gamma=1.00, lambda=1.00
## + Fold07.Rep01: gamma=0.25, lambda=0.00
## - Fold07.Rep01: gamma=0.25, lambda=0.00
## + Fold07.Rep01: gamma=0.50, lambda=0.00
## - Fold07.Rep01: gamma=0.50, lambda=0.00
## + Fold07.Rep01: gamma=0.75, lambda=0.00
## - Fold07.Rep01: gamma=0.75, lambda=0.00
## + Fold07.Rep01: gamma=1.00, lambda=0.00
## - Fold07.Rep01: gamma=1.00, lambda=0.00
## + Fold07.Rep01: gamma=0.25, lambda=0.25
## - Fold07.Rep01: gamma=0.25, lambda=0.25
## + Fold07.Rep01: gamma=0.50, lambda=0.25
## - Fold07.Rep01: gamma=0.50, lambda=0.25
## + Fold07.Rep01: gamma=0.75, lambda=0.25
## - Fold07.Rep01: gamma=0.75, lambda=0.25
## + Fold07.Rep01: gamma=1.00, lambda=0.25
## - Fold07.Rep01: gamma=1.00, lambda=0.25
## + Fold07.Rep01: gamma=0.25, lambda=0.50
## - Fold07.Rep01: gamma=0.25, lambda=0.50
## + Fold07.Rep01: gamma=0.50, lambda=0.50
## - Fold07.Rep01: gamma=0.50, lambda=0.50
## + Fold07.Rep01: gamma=0.75, lambda=0.50
## - Fold07.Rep01: gamma=0.75, lambda=0.50
## + Fold07.Rep01: gamma=1.00, lambda=0.50
## - Fold07.Rep01: gamma=1.00, lambda=0.50
## + Fold07.Rep01: gamma=0.25, lambda=0.75
## - Fold07.Rep01: gamma=0.25, lambda=0.75
## + Fold07.Rep01: gamma=0.50, lambda=0.75
## - Fold07.Rep01: gamma=0.50, lambda=0.75
## + Fold07.Rep01: gamma=0.75, lambda=0.75
## - Fold07.Rep01: gamma=0.75, lambda=0.75
## + Fold07.Rep01: gamma=1.00, lambda=0.75
## - Fold07.Rep01: gamma=1.00, lambda=0.75
## + Fold07.Rep01: gamma=0.25, lambda=1.00
## - Fold07.Rep01: gamma=0.25, lambda=1.00
## + Fold07.Rep01: gamma=0.50, lambda=1.00
## - Fold07.Rep01: gamma=0.50, lambda=1.00
## + Fold07.Rep01: gamma=0.75, lambda=1.00
## - Fold07.Rep01: gamma=0.75, lambda=1.00
## + Fold07.Rep01: gamma=1.00, lambda=1.00
## - Fold07.Rep01: gamma=1.00, lambda=1.00
## + Fold08.Rep01: gamma=0.25, lambda=0.00
## - Fold08.Rep01: gamma=0.25, lambda=0.00
## + Fold08.Rep01: gamma=0.50, lambda=0.00
## - Fold08.Rep01: gamma=0.50, lambda=0.00
## + Fold08.Rep01: gamma=0.75, lambda=0.00
## - Fold08.Rep01: gamma=0.75, lambda=0.00
## + Fold08.Rep01: gamma=1.00, lambda=0.00
## - Fold08.Rep01: gamma=1.00, lambda=0.00
## + Fold08.Rep01: gamma=0.25, lambda=0.25
## - Fold08.Rep01: gamma=0.25, lambda=0.25
## + Fold08.Rep01: gamma=0.50, lambda=0.25
## - Fold08.Rep01: gamma=0.50, lambda=0.25
## + Fold08.Rep01: gamma=0.75, lambda=0.25
## - Fold08.Rep01: gamma=0.75, lambda=0.25
## + Fold08.Rep01: gamma=1.00, lambda=0.25
## - Fold08.Rep01: gamma=1.00, lambda=0.25
## + Fold08.Rep01: gamma=0.25, lambda=0.50
## - Fold08.Rep01: gamma=0.25, lambda=0.50
## + Fold08.Rep01: gamma=0.50, lambda=0.50
## - Fold08.Rep01: gamma=0.50, lambda=0.50
## + Fold08.Rep01: gamma=0.75, lambda=0.50
## - Fold08.Rep01: gamma=0.75, lambda=0.50
## + Fold08.Rep01: gamma=1.00, lambda=0.50
## - Fold08.Rep01: gamma=1.00, lambda=0.50
## + Fold08.Rep01: gamma=0.25, lambda=0.75
## - Fold08.Rep01: gamma=0.25, lambda=0.75
## + Fold08.Rep01: gamma=0.50, lambda=0.75
## - Fold08.Rep01: gamma=0.50, lambda=0.75
## + Fold08.Rep01: gamma=0.75, lambda=0.75
## - Fold08.Rep01: gamma=0.75, lambda=0.75
## + Fold08.Rep01: gamma=1.00, lambda=0.75
## - Fold08.Rep01: gamma=1.00, lambda=0.75
## + Fold08.Rep01: gamma=0.25, lambda=1.00
## - Fold08.Rep01: gamma=0.25, lambda=1.00
## + Fold08.Rep01: gamma=0.50, lambda=1.00
## - Fold08.Rep01: gamma=0.50, lambda=1.00
## + Fold08.Rep01: gamma=0.75, lambda=1.00
## - Fold08.Rep01: gamma=0.75, lambda=1.00
## + Fold08.Rep01: gamma=1.00, lambda=1.00
## - Fold08.Rep01: gamma=1.00, lambda=1.00
## + Fold09.Rep01: gamma=0.25, lambda=0.00
## - Fold09.Rep01: gamma=0.25, lambda=0.00
## + Fold09.Rep01: gamma=0.50, lambda=0.00
## - Fold09.Rep01: gamma=0.50, lambda=0.00
## + Fold09.Rep01: gamma=0.75, lambda=0.00
## - Fold09.Rep01: gamma=0.75, lambda=0.00
## + Fold09.Rep01: gamma=1.00, lambda=0.00
## - Fold09.Rep01: gamma=1.00, lambda=0.00
## + Fold09.Rep01: gamma=0.25, lambda=0.25
## - Fold09.Rep01: gamma=0.25, lambda=0.25
## + Fold09.Rep01: gamma=0.50, lambda=0.25
## - Fold09.Rep01: gamma=0.50, lambda=0.25
## + Fold09.Rep01: gamma=0.75, lambda=0.25
## - Fold09.Rep01: gamma=0.75, lambda=0.25
## + Fold09.Rep01: gamma=1.00, lambda=0.25
## - Fold09.Rep01: gamma=1.00, lambda=0.25
## + Fold09.Rep01: gamma=0.25, lambda=0.50
## - Fold09.Rep01: gamma=0.25, lambda=0.50
## + Fold09.Rep01: gamma=0.50, lambda=0.50
## - Fold09.Rep01: gamma=0.50, lambda=0.50
## + Fold09.Rep01: gamma=0.75, lambda=0.50
## - Fold09.Rep01: gamma=0.75, lambda=0.50
## + Fold09.Rep01: gamma=1.00, lambda=0.50
## - Fold09.Rep01: gamma=1.00, lambda=0.50
## + Fold09.Rep01: gamma=0.25, lambda=0.75
## - Fold09.Rep01: gamma=0.25, lambda=0.75
## + Fold09.Rep01: gamma=0.50, lambda=0.75
## - Fold09.Rep01: gamma=0.50, lambda=0.75
## + Fold09.Rep01: gamma=0.75, lambda=0.75
## - Fold09.Rep01: gamma=0.75, lambda=0.75
## + Fold09.Rep01: gamma=1.00, lambda=0.75
## - Fold09.Rep01: gamma=1.00, lambda=0.75
## + Fold09.Rep01: gamma=0.25, lambda=1.00
## - Fold09.Rep01: gamma=0.25, lambda=1.00
## + Fold09.Rep01: gamma=0.50, lambda=1.00
## - Fold09.Rep01: gamma=0.50, lambda=1.00
## + Fold09.Rep01: gamma=0.75, lambda=1.00
## - Fold09.Rep01: gamma=0.75, lambda=1.00
## + Fold09.Rep01: gamma=1.00, lambda=1.00
## - Fold09.Rep01: gamma=1.00, lambda=1.00
## + Fold10.Rep01: gamma=0.25, lambda=0.00
## - Fold10.Rep01: gamma=0.25, lambda=0.00
## + Fold10.Rep01: gamma=0.50, lambda=0.00
## - Fold10.Rep01: gamma=0.50, lambda=0.00
## + Fold10.Rep01: gamma=0.75, lambda=0.00
## - Fold10.Rep01: gamma=0.75, lambda=0.00
## + Fold10.Rep01: gamma=1.00, lambda=0.00
## - Fold10.Rep01: gamma=1.00, lambda=0.00
## + Fold10.Rep01: gamma=0.25, lambda=0.25
## - Fold10.Rep01: gamma=0.25, lambda=0.25
## + Fold10.Rep01: gamma=0.50, lambda=0.25
## - Fold10.Rep01: gamma=0.50, lambda=0.25
## + Fold10.Rep01: gamma=0.75, lambda=0.25
## - Fold10.Rep01: gamma=0.75, lambda=0.25
## + Fold10.Rep01: gamma=1.00, lambda=0.25
## - Fold10.Rep01: gamma=1.00, lambda=0.25
## + Fold10.Rep01: gamma=0.25, lambda=0.50
## - Fold10.Rep01: gamma=0.25, lambda=0.50
## + Fold10.Rep01: gamma=0.50, lambda=0.50
## - Fold10.Rep01: gamma=0.50, lambda=0.50
## + Fold10.Rep01: gamma=0.75, lambda=0.50
## - Fold10.Rep01: gamma=0.75, lambda=0.50
## + Fold10.Rep01: gamma=1.00, lambda=0.50
## - Fold10.Rep01: gamma=1.00, lambda=0.50
## + Fold10.Rep01: gamma=0.25, lambda=0.75
## - Fold10.Rep01: gamma=0.25, lambda=0.75
## + Fold10.Rep01: gamma=0.50, lambda=0.75
## - Fold10.Rep01: gamma=0.50, lambda=0.75
## + Fold10.Rep01: gamma=0.75, lambda=0.75
## - Fold10.Rep01: gamma=0.75, lambda=0.75
## + Fold10.Rep01: gamma=1.00, lambda=0.75
## - Fold10.Rep01: gamma=1.00, lambda=0.75
## + Fold10.Rep01: gamma=0.25, lambda=1.00
## - Fold10.Rep01: gamma=0.25, lambda=1.00
## + Fold10.Rep01: gamma=0.50, lambda=1.00
## - Fold10.Rep01: gamma=0.50, lambda=1.00
## + Fold10.Rep01: gamma=0.75, lambda=1.00
## - Fold10.Rep01: gamma=0.75, lambda=1.00
## + Fold10.Rep01: gamma=1.00, lambda=1.00
## - Fold10.Rep01: gamma=1.00, lambda=1.00
## + Fold01.Rep02: gamma=0.25, lambda=0.00
## - Fold01.Rep02: gamma=0.25, lambda=0.00
## + Fold01.Rep02: gamma=0.50, lambda=0.00
## - Fold01.Rep02: gamma=0.50, lambda=0.00
## + Fold01.Rep02: gamma=0.75, lambda=0.00
## - Fold01.Rep02: gamma=0.75, lambda=0.00
## + Fold01.Rep02: gamma=1.00, lambda=0.00
## - Fold01.Rep02: gamma=1.00, lambda=0.00
## + Fold01.Rep02: gamma=0.25, lambda=0.25
## - Fold01.Rep02: gamma=0.25, lambda=0.25
## + Fold01.Rep02: gamma=0.50, lambda=0.25
## - Fold01.Rep02: gamma=0.50, lambda=0.25
## + Fold01.Rep02: gamma=0.75, lambda=0.25
## - Fold01.Rep02: gamma=0.75, lambda=0.25
## + Fold01.Rep02: gamma=1.00, lambda=0.25
## - Fold01.Rep02: gamma=1.00, lambda=0.25
## + Fold01.Rep02: gamma=0.25, lambda=0.50
## - Fold01.Rep02: gamma=0.25, lambda=0.50
## + Fold01.Rep02: gamma=0.50, lambda=0.50
## - Fold01.Rep02: gamma=0.50, lambda=0.50
## + Fold01.Rep02: gamma=0.75, lambda=0.50
## - Fold01.Rep02: gamma=0.75, lambda=0.50
## + Fold01.Rep02: gamma=1.00, lambda=0.50
## - Fold01.Rep02: gamma=1.00, lambda=0.50
## + Fold01.Rep02: gamma=0.25, lambda=0.75
## - Fold01.Rep02: gamma=0.25, lambda=0.75
## + Fold01.Rep02: gamma=0.50, lambda=0.75
## - Fold01.Rep02: gamma=0.50, lambda=0.75
## + Fold01.Rep02: gamma=0.75, lambda=0.75
## - Fold01.Rep02: gamma=0.75, lambda=0.75
## + Fold01.Rep02: gamma=1.00, lambda=0.75
## - Fold01.Rep02: gamma=1.00, lambda=0.75
## + Fold01.Rep02: gamma=0.25, lambda=1.00
## - Fold01.Rep02: gamma=0.25, lambda=1.00
## + Fold01.Rep02: gamma=0.50, lambda=1.00
## - Fold01.Rep02: gamma=0.50, lambda=1.00
## + Fold01.Rep02: gamma=0.75, lambda=1.00
## - Fold01.Rep02: gamma=0.75, lambda=1.00
## + Fold01.Rep02: gamma=1.00, lambda=1.00
## - Fold01.Rep02: gamma=1.00, lambda=1.00
## + Fold02.Rep02: gamma=0.25, lambda=0.00
## - Fold02.Rep02: gamma=0.25, lambda=0.00
## + Fold02.Rep02: gamma=0.50, lambda=0.00
## - Fold02.Rep02: gamma=0.50, lambda=0.00
## + Fold02.Rep02: gamma=0.75, lambda=0.00
## - Fold02.Rep02: gamma=0.75, lambda=0.00
## + Fold02.Rep02: gamma=1.00, lambda=0.00
## - Fold02.Rep02: gamma=1.00, lambda=0.00
## + Fold02.Rep02: gamma=0.25, lambda=0.25
## - Fold02.Rep02: gamma=0.25, lambda=0.25
## + Fold02.Rep02: gamma=0.50, lambda=0.25
## - Fold02.Rep02: gamma=0.50, lambda=0.25
## + Fold02.Rep02: gamma=0.75, lambda=0.25
## - Fold02.Rep02: gamma=0.75, lambda=0.25
## + Fold02.Rep02: gamma=1.00, lambda=0.25
## - Fold02.Rep02: gamma=1.00, lambda=0.25
## + Fold02.Rep02: gamma=0.25, lambda=0.50
## - Fold02.Rep02: gamma=0.25, lambda=0.50
## + Fold02.Rep02: gamma=0.50, lambda=0.50
## - Fold02.Rep02: gamma=0.50, lambda=0.50
## + Fold02.Rep02: gamma=0.75, lambda=0.50
## - Fold02.Rep02: gamma=0.75, lambda=0.50
## + Fold02.Rep02: gamma=1.00, lambda=0.50
## - Fold02.Rep02: gamma=1.00, lambda=0.50
## + Fold02.Rep02: gamma=0.25, lambda=0.75
## - Fold02.Rep02: gamma=0.25, lambda=0.75
## + Fold02.Rep02: gamma=0.50, lambda=0.75
## - Fold02.Rep02: gamma=0.50, lambda=0.75
## + Fold02.Rep02: gamma=0.75, lambda=0.75
## - Fold02.Rep02: gamma=0.75, lambda=0.75
## + Fold02.Rep02: gamma=1.00, lambda=0.75
## - Fold02.Rep02: gamma=1.00, lambda=0.75
## + Fold02.Rep02: gamma=0.25, lambda=1.00
## - Fold02.Rep02: gamma=0.25, lambda=1.00
## + Fold02.Rep02: gamma=0.50, lambda=1.00
## - Fold02.Rep02: gamma=0.50, lambda=1.00
## + Fold02.Rep02: gamma=0.75, lambda=1.00
## - Fold02.Rep02: gamma=0.75, lambda=1.00
## + Fold02.Rep02: gamma=1.00, lambda=1.00
## - Fold02.Rep02: gamma=1.00, lambda=1.00
## + Fold03.Rep02: gamma=0.25, lambda=0.00
## - Fold03.Rep02: gamma=0.25, lambda=0.00
## + Fold03.Rep02: gamma=0.50, lambda=0.00
## - Fold03.Rep02: gamma=0.50, lambda=0.00
## + Fold03.Rep02: gamma=0.75, lambda=0.00
## - Fold03.Rep02: gamma=0.75, lambda=0.00
## + Fold03.Rep02: gamma=1.00, lambda=0.00
## - Fold03.Rep02: gamma=1.00, lambda=0.00
## + Fold03.Rep02: gamma=0.25, lambda=0.25
## - Fold03.Rep02: gamma=0.25, lambda=0.25
## + Fold03.Rep02: gamma=0.50, lambda=0.25
## - Fold03.Rep02: gamma=0.50, lambda=0.25
## + Fold03.Rep02: gamma=0.75, lambda=0.25
## - Fold03.Rep02: gamma=0.75, lambda=0.25
## + Fold03.Rep02: gamma=1.00, lambda=0.25
## - Fold03.Rep02: gamma=1.00, lambda=0.25
## + Fold03.Rep02: gamma=0.25, lambda=0.50
## - Fold03.Rep02: gamma=0.25, lambda=0.50
## + Fold03.Rep02: gamma=0.50, lambda=0.50
## - Fold03.Rep02: gamma=0.50, lambda=0.50
## + Fold03.Rep02: gamma=0.75, lambda=0.50
## - Fold03.Rep02: gamma=0.75, lambda=0.50
## + Fold03.Rep02: gamma=1.00, lambda=0.50
## - Fold03.Rep02: gamma=1.00, lambda=0.50
## + Fold03.Rep02: gamma=0.25, lambda=0.75
## - Fold03.Rep02: gamma=0.25, lambda=0.75
## + Fold03.Rep02: gamma=0.50, lambda=0.75
## - Fold03.Rep02: gamma=0.50, lambda=0.75
## + Fold03.Rep02: gamma=0.75, lambda=0.75
## - Fold03.Rep02: gamma=0.75, lambda=0.75
## + Fold03.Rep02: gamma=1.00, lambda=0.75
## - Fold03.Rep02: gamma=1.00, lambda=0.75
## + Fold03.Rep02: gamma=0.25, lambda=1.00
## - Fold03.Rep02: gamma=0.25, lambda=1.00
## + Fold03.Rep02: gamma=0.50, lambda=1.00
## - Fold03.Rep02: gamma=0.50, lambda=1.00
## + Fold03.Rep02: gamma=0.75, lambda=1.00
## - Fold03.Rep02: gamma=0.75, lambda=1.00
## + Fold03.Rep02: gamma=1.00, lambda=1.00
## - Fold03.Rep02: gamma=1.00, lambda=1.00
## + Fold04.Rep02: gamma=0.25, lambda=0.00
## - Fold04.Rep02: gamma=0.25, lambda=0.00
## + Fold04.Rep02: gamma=0.50, lambda=0.00
## - Fold04.Rep02: gamma=0.50, lambda=0.00
## + Fold04.Rep02: gamma=0.75, lambda=0.00
## - Fold04.Rep02: gamma=0.75, lambda=0.00
## + Fold04.Rep02: gamma=1.00, lambda=0.00
## - Fold04.Rep02: gamma=1.00, lambda=0.00
## + Fold04.Rep02: gamma=0.25, lambda=0.25
## - Fold04.Rep02: gamma=0.25, lambda=0.25
## + Fold04.Rep02: gamma=0.50, lambda=0.25
## - Fold04.Rep02: gamma=0.50, lambda=0.25
## + Fold04.Rep02: gamma=0.75, lambda=0.25
## - Fold04.Rep02: gamma=0.75, lambda=0.25
## + Fold04.Rep02: gamma=1.00, lambda=0.25
## - Fold04.Rep02: gamma=1.00, lambda=0.25
## + Fold04.Rep02: gamma=0.25, lambda=0.50
## - Fold04.Rep02: gamma=0.25, lambda=0.50
## + Fold04.Rep02: gamma=0.50, lambda=0.50
## - Fold04.Rep02: gamma=0.50, lambda=0.50
## + Fold04.Rep02: gamma=0.75, lambda=0.50
## - Fold04.Rep02: gamma=0.75, lambda=0.50
## + Fold04.Rep02: gamma=1.00, lambda=0.50
## - Fold04.Rep02: gamma=1.00, lambda=0.50
## + Fold04.Rep02: gamma=0.25, lambda=0.75
## - Fold04.Rep02: gamma=0.25, lambda=0.75
## + Fold04.Rep02: gamma=0.50, lambda=0.75
## - Fold04.Rep02: gamma=0.50, lambda=0.75
## + Fold04.Rep02: gamma=0.75, lambda=0.75
## - Fold04.Rep02: gamma=0.75, lambda=0.75
## + Fold04.Rep02: gamma=1.00, lambda=0.75
## - Fold04.Rep02: gamma=1.00, lambda=0.75
## + Fold04.Rep02: gamma=0.25, lambda=1.00
## - Fold04.Rep02: gamma=0.25, lambda=1.00
## + Fold04.Rep02: gamma=0.50, lambda=1.00
## - Fold04.Rep02: gamma=0.50, lambda=1.00
## + Fold04.Rep02: gamma=0.75, lambda=1.00
## - Fold04.Rep02: gamma=0.75, lambda=1.00
## + Fold04.Rep02: gamma=1.00, lambda=1.00
## - Fold04.Rep02: gamma=1.00, lambda=1.00
## + Fold05.Rep02: gamma=0.25, lambda=0.00
## - Fold05.Rep02: gamma=0.25, lambda=0.00
## + Fold05.Rep02: gamma=0.50, lambda=0.00
## - Fold05.Rep02: gamma=0.50, lambda=0.00
## + Fold05.Rep02: gamma=0.75, lambda=0.00
## - Fold05.Rep02: gamma=0.75, lambda=0.00
## + Fold05.Rep02: gamma=1.00, lambda=0.00
## - Fold05.Rep02: gamma=1.00, lambda=0.00
## + Fold05.Rep02: gamma=0.25, lambda=0.25
## - Fold05.Rep02: gamma=0.25, lambda=0.25
## + Fold05.Rep02: gamma=0.50, lambda=0.25
## - Fold05.Rep02: gamma=0.50, lambda=0.25
## + Fold05.Rep02: gamma=0.75, lambda=0.25
## - Fold05.Rep02: gamma=0.75, lambda=0.25
## + Fold05.Rep02: gamma=1.00, lambda=0.25
## - Fold05.Rep02: gamma=1.00, lambda=0.25
## + Fold05.Rep02: gamma=0.25, lambda=0.50
## - Fold05.Rep02: gamma=0.25, lambda=0.50
## + Fold05.Rep02: gamma=0.50, lambda=0.50
## - Fold05.Rep02: gamma=0.50, lambda=0.50
## + Fold05.Rep02: gamma=0.75, lambda=0.50
## - Fold05.Rep02: gamma=0.75, lambda=0.50
## + Fold05.Rep02: gamma=1.00, lambda=0.50
## - Fold05.Rep02: gamma=1.00, lambda=0.50
## + Fold05.Rep02: gamma=0.25, lambda=0.75
## - Fold05.Rep02: gamma=0.25, lambda=0.75
## + Fold05.Rep02: gamma=0.50, lambda=0.75
## - Fold05.Rep02: gamma=0.50, lambda=0.75
## + Fold05.Rep02: gamma=0.75, lambda=0.75
## - Fold05.Rep02: gamma=0.75, lambda=0.75
## + Fold05.Rep02: gamma=1.00, lambda=0.75
## - Fold05.Rep02: gamma=1.00, lambda=0.75
## + Fold05.Rep02: gamma=0.25, lambda=1.00
## - Fold05.Rep02: gamma=0.25, lambda=1.00
## + Fold05.Rep02: gamma=0.50, lambda=1.00
## - Fold05.Rep02: gamma=0.50, lambda=1.00
## + Fold05.Rep02: gamma=0.75, lambda=1.00
## - Fold05.Rep02: gamma=0.75, lambda=1.00
## + Fold05.Rep02: gamma=1.00, lambda=1.00
## - Fold05.Rep02: gamma=1.00, lambda=1.00
## + Fold06.Rep02: gamma=0.25, lambda=0.00
## - Fold06.Rep02: gamma=0.25, lambda=0.00
## + Fold06.Rep02: gamma=0.50, lambda=0.00
## - Fold06.Rep02: gamma=0.50, lambda=0.00
## + Fold06.Rep02: gamma=0.75, lambda=0.00
## - Fold06.Rep02: gamma=0.75, lambda=0.00
## + Fold06.Rep02: gamma=1.00, lambda=0.00
## - Fold06.Rep02: gamma=1.00, lambda=0.00
## + Fold06.Rep02: gamma=0.25, lambda=0.25
## - Fold06.Rep02: gamma=0.25, lambda=0.25
## + Fold06.Rep02: gamma=0.50, lambda=0.25
## - Fold06.Rep02: gamma=0.50, lambda=0.25
## + Fold06.Rep02: gamma=0.75, lambda=0.25
## - Fold06.Rep02: gamma=0.75, lambda=0.25
## + Fold06.Rep02: gamma=1.00, lambda=0.25
## - Fold06.Rep02: gamma=1.00, lambda=0.25
## + Fold06.Rep02: gamma=0.25, lambda=0.50
## - Fold06.Rep02: gamma=0.25, lambda=0.50
## + Fold06.Rep02: gamma=0.50, lambda=0.50
## - Fold06.Rep02: gamma=0.50, lambda=0.50
## + Fold06.Rep02: gamma=0.75, lambda=0.50
## - Fold06.Rep02: gamma=0.75, lambda=0.50
## + Fold06.Rep02: gamma=1.00, lambda=0.50
## - Fold06.Rep02: gamma=1.00, lambda=0.50
## + Fold06.Rep02: gamma=0.25, lambda=0.75
## - Fold06.Rep02: gamma=0.25, lambda=0.75
## + Fold06.Rep02: gamma=0.50, lambda=0.75
## - Fold06.Rep02: gamma=0.50, lambda=0.75
## + Fold06.Rep02: gamma=0.75, lambda=0.75
## - Fold06.Rep02: gamma=0.75, lambda=0.75
## + Fold06.Rep02: gamma=1.00, lambda=0.75
## - Fold06.Rep02: gamma=1.00, lambda=0.75
## + Fold06.Rep02: gamma=0.25, lambda=1.00
## - Fold06.Rep02: gamma=0.25, lambda=1.00
## + Fold06.Rep02: gamma=0.50, lambda=1.00
## - Fold06.Rep02: gamma=0.50, lambda=1.00
## + Fold06.Rep02: gamma=0.75, lambda=1.00
## - Fold06.Rep02: gamma=0.75, lambda=1.00
## + Fold06.Rep02: gamma=1.00, lambda=1.00
## - Fold06.Rep02: gamma=1.00, lambda=1.00
## + Fold07.Rep02: gamma=0.25, lambda=0.00
## - Fold07.Rep02: gamma=0.25, lambda=0.00
## + Fold07.Rep02: gamma=0.50, lambda=0.00
## - Fold07.Rep02: gamma=0.50, lambda=0.00
## + Fold07.Rep02: gamma=0.75, lambda=0.00
## - Fold07.Rep02: gamma=0.75, lambda=0.00
## + Fold07.Rep02: gamma=1.00, lambda=0.00
## - Fold07.Rep02: gamma=1.00, lambda=0.00
## + Fold07.Rep02: gamma=0.25, lambda=0.25
## - Fold07.Rep02: gamma=0.25, lambda=0.25
## + Fold07.Rep02: gamma=0.50, lambda=0.25
## - Fold07.Rep02: gamma=0.50, lambda=0.25
## + Fold07.Rep02: gamma=0.75, lambda=0.25
## - Fold07.Rep02: gamma=0.75, lambda=0.25
## + Fold07.Rep02: gamma=1.00, lambda=0.25
## - Fold07.Rep02: gamma=1.00, lambda=0.25
## + Fold07.Rep02: gamma=0.25, lambda=0.50
## - Fold07.Rep02: gamma=0.25, lambda=0.50
## + Fold07.Rep02: gamma=0.50, lambda=0.50
## - Fold07.Rep02: gamma=0.50, lambda=0.50
## + Fold07.Rep02: gamma=0.75, lambda=0.50
## - Fold07.Rep02: gamma=0.75, lambda=0.50
## + Fold07.Rep02: gamma=1.00, lambda=0.50
## - Fold07.Rep02: gamma=1.00, lambda=0.50
## + Fold07.Rep02: gamma=0.25, lambda=0.75
## - Fold07.Rep02: gamma=0.25, lambda=0.75
## + Fold07.Rep02: gamma=0.50, lambda=0.75
## - Fold07.Rep02: gamma=0.50, lambda=0.75
## + Fold07.Rep02: gamma=0.75, lambda=0.75
## - Fold07.Rep02: gamma=0.75, lambda=0.75
## + Fold07.Rep02: gamma=1.00, lambda=0.75
## - Fold07.Rep02: gamma=1.00, lambda=0.75
## + Fold07.Rep02: gamma=0.25, lambda=1.00
## - Fold07.Rep02: gamma=0.25, lambda=1.00
## + Fold07.Rep02: gamma=0.50, lambda=1.00
## - Fold07.Rep02: gamma=0.50, lambda=1.00
## + Fold07.Rep02: gamma=0.75, lambda=1.00
## - Fold07.Rep02: gamma=0.75, lambda=1.00
## + Fold07.Rep02: gamma=1.00, lambda=1.00
## - Fold07.Rep02: gamma=1.00, lambda=1.00
## + Fold08.Rep02: gamma=0.25, lambda=0.00
## - Fold08.Rep02: gamma=0.25, lambda=0.00
## + Fold08.Rep02: gamma=0.50, lambda=0.00
## - Fold08.Rep02: gamma=0.50, lambda=0.00
## + Fold08.Rep02: gamma=0.75, lambda=0.00
## - Fold08.Rep02: gamma=0.75, lambda=0.00
## + Fold08.Rep02: gamma=1.00, lambda=0.00
## - Fold08.Rep02: gamma=1.00, lambda=0.00
## + Fold08.Rep02: gamma=0.25, lambda=0.25
## - Fold08.Rep02: gamma=0.25, lambda=0.25
## + Fold08.Rep02: gamma=0.50, lambda=0.25
## - Fold08.Rep02: gamma=0.50, lambda=0.25
## + Fold08.Rep02: gamma=0.75, lambda=0.25
## - Fold08.Rep02: gamma=0.75, lambda=0.25
## + Fold08.Rep02: gamma=1.00, lambda=0.25
## - Fold08.Rep02: gamma=1.00, lambda=0.25
## + Fold08.Rep02: gamma=0.25, lambda=0.50
## - Fold08.Rep02: gamma=0.25, lambda=0.50
## + Fold08.Rep02: gamma=0.50, lambda=0.50
## - Fold08.Rep02: gamma=0.50, lambda=0.50
## + Fold08.Rep02: gamma=0.75, lambda=0.50
## - Fold08.Rep02: gamma=0.75, lambda=0.50
## + Fold08.Rep02: gamma=1.00, lambda=0.50
## - Fold08.Rep02: gamma=1.00, lambda=0.50
## + Fold08.Rep02: gamma=0.25, lambda=0.75
## - Fold08.Rep02: gamma=0.25, lambda=0.75
## + Fold08.Rep02: gamma=0.50, lambda=0.75
## - Fold08.Rep02: gamma=0.50, lambda=0.75
## + Fold08.Rep02: gamma=0.75, lambda=0.75
## - Fold08.Rep02: gamma=0.75, lambda=0.75
## + Fold08.Rep02: gamma=1.00, lambda=0.75
## - Fold08.Rep02: gamma=1.00, lambda=0.75
## + Fold08.Rep02: gamma=0.25, lambda=1.00
## - Fold08.Rep02: gamma=0.25, lambda=1.00
## + Fold08.Rep02: gamma=0.50, lambda=1.00
## - Fold08.Rep02: gamma=0.50, lambda=1.00
## + Fold08.Rep02: gamma=0.75, lambda=1.00
## - Fold08.Rep02: gamma=0.75, lambda=1.00
## + Fold08.Rep02: gamma=1.00, lambda=1.00
## - Fold08.Rep02: gamma=1.00, lambda=1.00
## + Fold09.Rep02: gamma=0.25, lambda=0.00
## - Fold09.Rep02: gamma=0.25, lambda=0.00
## + Fold09.Rep02: gamma=0.50, lambda=0.00
## - Fold09.Rep02: gamma=0.50, lambda=0.00
## + Fold09.Rep02: gamma=0.75, lambda=0.00
## - Fold09.Rep02: gamma=0.75, lambda=0.00
## + Fold09.Rep02: gamma=1.00, lambda=0.00
## - Fold09.Rep02: gamma=1.00, lambda=0.00
## + Fold09.Rep02: gamma=0.25, lambda=0.25
## - Fold09.Rep02: gamma=0.25, lambda=0.25
## + Fold09.Rep02: gamma=0.50, lambda=0.25
## - Fold09.Rep02: gamma=0.50, lambda=0.25
## + Fold09.Rep02: gamma=0.75, lambda=0.25
## - Fold09.Rep02: gamma=0.75, lambda=0.25
## + Fold09.Rep02: gamma=1.00, lambda=0.25
## - Fold09.Rep02: gamma=1.00, lambda=0.25
## + Fold09.Rep02: gamma=0.25, lambda=0.50
## - Fold09.Rep02: gamma=0.25, lambda=0.50
## + Fold09.Rep02: gamma=0.50, lambda=0.50
## - Fold09.Rep02: gamma=0.50, lambda=0.50
## + Fold09.Rep02: gamma=0.75, lambda=0.50
## - Fold09.Rep02: gamma=0.75, lambda=0.50
## + Fold09.Rep02: gamma=1.00, lambda=0.50
## - Fold09.Rep02: gamma=1.00, lambda=0.50
## + Fold09.Rep02: gamma=0.25, lambda=0.75
## - Fold09.Rep02: gamma=0.25, lambda=0.75
## + Fold09.Rep02: gamma=0.50, lambda=0.75
## - Fold09.Rep02: gamma=0.50, lambda=0.75
## + Fold09.Rep02: gamma=0.75, lambda=0.75
## - Fold09.Rep02: gamma=0.75, lambda=0.75
## + Fold09.Rep02: gamma=1.00, lambda=0.75
## - Fold09.Rep02: gamma=1.00, lambda=0.75
## + Fold09.Rep02: gamma=0.25, lambda=1.00
## - Fold09.Rep02: gamma=0.25, lambda=1.00
## + Fold09.Rep02: gamma=0.50, lambda=1.00
## - Fold09.Rep02: gamma=0.50, lambda=1.00
## + Fold09.Rep02: gamma=0.75, lambda=1.00
## - Fold09.Rep02: gamma=0.75, lambda=1.00
## + Fold09.Rep02: gamma=1.00, lambda=1.00
## - Fold09.Rep02: gamma=1.00, lambda=1.00
## + Fold10.Rep02: gamma=0.25, lambda=0.00
## - Fold10.Rep02: gamma=0.25, lambda=0.00
## + Fold10.Rep02: gamma=0.50, lambda=0.00
## - Fold10.Rep02: gamma=0.50, lambda=0.00
## + Fold10.Rep02: gamma=0.75, lambda=0.00
## - Fold10.Rep02: gamma=0.75, lambda=0.00
## + Fold10.Rep02: gamma=1.00, lambda=0.00
## - Fold10.Rep02: gamma=1.00, lambda=0.00
## + Fold10.Rep02: gamma=0.25, lambda=0.25
## - Fold10.Rep02: gamma=0.25, lambda=0.25
## + Fold10.Rep02: gamma=0.50, lambda=0.25
## - Fold10.Rep02: gamma=0.50, lambda=0.25
## + Fold10.Rep02: gamma=0.75, lambda=0.25
## - Fold10.Rep02: gamma=0.75, lambda=0.25
## + Fold10.Rep02: gamma=1.00, lambda=0.25
## - Fold10.Rep02: gamma=1.00, lambda=0.25
## + Fold10.Rep02: gamma=0.25, lambda=0.50
## - Fold10.Rep02: gamma=0.25, lambda=0.50
## + Fold10.Rep02: gamma=0.50, lambda=0.50
## - Fold10.Rep02: gamma=0.50, lambda=0.50
## + Fold10.Rep02: gamma=0.75, lambda=0.50
## - Fold10.Rep02: gamma=0.75, lambda=0.50
## + Fold10.Rep02: gamma=1.00, lambda=0.50
## - Fold10.Rep02: gamma=1.00, lambda=0.50
## + Fold10.Rep02: gamma=0.25, lambda=0.75
## - Fold10.Rep02: gamma=0.25, lambda=0.75
## + Fold10.Rep02: gamma=0.50, lambda=0.75
## - Fold10.Rep02: gamma=0.50, lambda=0.75
## + Fold10.Rep02: gamma=0.75, lambda=0.75
## - Fold10.Rep02: gamma=0.75, lambda=0.75
## + Fold10.Rep02: gamma=1.00, lambda=0.75
## - Fold10.Rep02: gamma=1.00, lambda=0.75
## + Fold10.Rep02: gamma=0.25, lambda=1.00
## - Fold10.Rep02: gamma=0.25, lambda=1.00
## + Fold10.Rep02: gamma=0.50, lambda=1.00
## - Fold10.Rep02: gamma=0.50, lambda=1.00
## + Fold10.Rep02: gamma=0.75, lambda=1.00
## - Fold10.Rep02: gamma=0.75, lambda=1.00
## + Fold10.Rep02: gamma=1.00, lambda=1.00
## - Fold10.Rep02: gamma=1.00, lambda=1.00
## + Fold01.Rep03: gamma=0.25, lambda=0.00
## - Fold01.Rep03: gamma=0.25, lambda=0.00
## + Fold01.Rep03: gamma=0.50, lambda=0.00
## - Fold01.Rep03: gamma=0.50, lambda=0.00
## + Fold01.Rep03: gamma=0.75, lambda=0.00
## - Fold01.Rep03: gamma=0.75, lambda=0.00
## + Fold01.Rep03: gamma=1.00, lambda=0.00
## - Fold01.Rep03: gamma=1.00, lambda=0.00
## + Fold01.Rep03: gamma=0.25, lambda=0.25
## - Fold01.Rep03: gamma=0.25, lambda=0.25
## + Fold01.Rep03: gamma=0.50, lambda=0.25
## - Fold01.Rep03: gamma=0.50, lambda=0.25
## + Fold01.Rep03: gamma=0.75, lambda=0.25
## - Fold01.Rep03: gamma=0.75, lambda=0.25
## + Fold01.Rep03: gamma=1.00, lambda=0.25
## - Fold01.Rep03: gamma=1.00, lambda=0.25
## + Fold01.Rep03: gamma=0.25, lambda=0.50
## - Fold01.Rep03: gamma=0.25, lambda=0.50
## + Fold01.Rep03: gamma=0.50, lambda=0.50
## - Fold01.Rep03: gamma=0.50, lambda=0.50
## + Fold01.Rep03: gamma=0.75, lambda=0.50
## - Fold01.Rep03: gamma=0.75, lambda=0.50
## + Fold01.Rep03: gamma=1.00, lambda=0.50
## - Fold01.Rep03: gamma=1.00, lambda=0.50
## + Fold01.Rep03: gamma=0.25, lambda=0.75
## - Fold01.Rep03: gamma=0.25, lambda=0.75
## + Fold01.Rep03: gamma=0.50, lambda=0.75
## - Fold01.Rep03: gamma=0.50, lambda=0.75
## + Fold01.Rep03: gamma=0.75, lambda=0.75
## - Fold01.Rep03: gamma=0.75, lambda=0.75
## + Fold01.Rep03: gamma=1.00, lambda=0.75
## - Fold01.Rep03: gamma=1.00, lambda=0.75
## + Fold01.Rep03: gamma=0.25, lambda=1.00
## - Fold01.Rep03: gamma=0.25, lambda=1.00
## + Fold01.Rep03: gamma=0.50, lambda=1.00
## - Fold01.Rep03: gamma=0.50, lambda=1.00
## + Fold01.Rep03: gamma=0.75, lambda=1.00
## - Fold01.Rep03: gamma=0.75, lambda=1.00
## + Fold01.Rep03: gamma=1.00, lambda=1.00
## - Fold01.Rep03: gamma=1.00, lambda=1.00
## + Fold02.Rep03: gamma=0.25, lambda=0.00
## - Fold02.Rep03: gamma=0.25, lambda=0.00
## + Fold02.Rep03: gamma=0.50, lambda=0.00
## - Fold02.Rep03: gamma=0.50, lambda=0.00
## + Fold02.Rep03: gamma=0.75, lambda=0.00
## - Fold02.Rep03: gamma=0.75, lambda=0.00
## + Fold02.Rep03: gamma=1.00, lambda=0.00
## - Fold02.Rep03: gamma=1.00, lambda=0.00
## + Fold02.Rep03: gamma=0.25, lambda=0.25
## - Fold02.Rep03: gamma=0.25, lambda=0.25
## + Fold02.Rep03: gamma=0.50, lambda=0.25
## - Fold02.Rep03: gamma=0.50, lambda=0.25
## + Fold02.Rep03: gamma=0.75, lambda=0.25
## - Fold02.Rep03: gamma=0.75, lambda=0.25
## + Fold02.Rep03: gamma=1.00, lambda=0.25
## - Fold02.Rep03: gamma=1.00, lambda=0.25
## + Fold02.Rep03: gamma=0.25, lambda=0.50
## - Fold02.Rep03: gamma=0.25, lambda=0.50
## + Fold02.Rep03: gamma=0.50, lambda=0.50
## - Fold02.Rep03: gamma=0.50, lambda=0.50
## + Fold02.Rep03: gamma=0.75, lambda=0.50
## - Fold02.Rep03: gamma=0.75, lambda=0.50
## + Fold02.Rep03: gamma=1.00, lambda=0.50
## - Fold02.Rep03: gamma=1.00, lambda=0.50
## + Fold02.Rep03: gamma=0.25, lambda=0.75
## - Fold02.Rep03: gamma=0.25, lambda=0.75
## + Fold02.Rep03: gamma=0.50, lambda=0.75
## - Fold02.Rep03: gamma=0.50, lambda=0.75
## + Fold02.Rep03: gamma=0.75, lambda=0.75
## - Fold02.Rep03: gamma=0.75, lambda=0.75
## + Fold02.Rep03: gamma=1.00, lambda=0.75
## - Fold02.Rep03: gamma=1.00, lambda=0.75
## + Fold02.Rep03: gamma=0.25, lambda=1.00
## - Fold02.Rep03: gamma=0.25, lambda=1.00
## + Fold02.Rep03: gamma=0.50, lambda=1.00
## - Fold02.Rep03: gamma=0.50, lambda=1.00
## + Fold02.Rep03: gamma=0.75, lambda=1.00
## - Fold02.Rep03: gamma=0.75, lambda=1.00
## + Fold02.Rep03: gamma=1.00, lambda=1.00
## - Fold02.Rep03: gamma=1.00, lambda=1.00
## + Fold03.Rep03: gamma=0.25, lambda=0.00
## - Fold03.Rep03: gamma=0.25, lambda=0.00
## + Fold03.Rep03: gamma=0.50, lambda=0.00
## - Fold03.Rep03: gamma=0.50, lambda=0.00
## + Fold03.Rep03: gamma=0.75, lambda=0.00
## - Fold03.Rep03: gamma=0.75, lambda=0.00
## + Fold03.Rep03: gamma=1.00, lambda=0.00
## - Fold03.Rep03: gamma=1.00, lambda=0.00
## + Fold03.Rep03: gamma=0.25, lambda=0.25
## - Fold03.Rep03: gamma=0.25, lambda=0.25
## + Fold03.Rep03: gamma=0.50, lambda=0.25
## - Fold03.Rep03: gamma=0.50, lambda=0.25
## + Fold03.Rep03: gamma=0.75, lambda=0.25
## - Fold03.Rep03: gamma=0.75, lambda=0.25
## + Fold03.Rep03: gamma=1.00, lambda=0.25
## - Fold03.Rep03: gamma=1.00, lambda=0.25
## + Fold03.Rep03: gamma=0.25, lambda=0.50
## - Fold03.Rep03: gamma=0.25, lambda=0.50
## + Fold03.Rep03: gamma=0.50, lambda=0.50
## - Fold03.Rep03: gamma=0.50, lambda=0.50
## + Fold03.Rep03: gamma=0.75, lambda=0.50
## - Fold03.Rep03: gamma=0.75, lambda=0.50
## + Fold03.Rep03: gamma=1.00, lambda=0.50
## - Fold03.Rep03: gamma=1.00, lambda=0.50
## + Fold03.Rep03: gamma=0.25, lambda=0.75
## - Fold03.Rep03: gamma=0.25, lambda=0.75
## + Fold03.Rep03: gamma=0.50, lambda=0.75
## - Fold03.Rep03: gamma=0.50, lambda=0.75
## + Fold03.Rep03: gamma=0.75, lambda=0.75
## - Fold03.Rep03: gamma=0.75, lambda=0.75
## + Fold03.Rep03: gamma=1.00, lambda=0.75
## - Fold03.Rep03: gamma=1.00, lambda=0.75
## + Fold03.Rep03: gamma=0.25, lambda=1.00
## - Fold03.Rep03: gamma=0.25, lambda=1.00
## + Fold03.Rep03: gamma=0.50, lambda=1.00
## - Fold03.Rep03: gamma=0.50, lambda=1.00
## + Fold03.Rep03: gamma=0.75, lambda=1.00
## - Fold03.Rep03: gamma=0.75, lambda=1.00
## + Fold03.Rep03: gamma=1.00, lambda=1.00
## - Fold03.Rep03: gamma=1.00, lambda=1.00
## + Fold04.Rep03: gamma=0.25, lambda=0.00
## - Fold04.Rep03: gamma=0.25, lambda=0.00
## + Fold04.Rep03: gamma=0.50, lambda=0.00
## - Fold04.Rep03: gamma=0.50, lambda=0.00
## + Fold04.Rep03: gamma=0.75, lambda=0.00
## - Fold04.Rep03: gamma=0.75, lambda=0.00
## + Fold04.Rep03: gamma=1.00, lambda=0.00
## - Fold04.Rep03: gamma=1.00, lambda=0.00
## + Fold04.Rep03: gamma=0.25, lambda=0.25
## - Fold04.Rep03: gamma=0.25, lambda=0.25
## + Fold04.Rep03: gamma=0.50, lambda=0.25
## - Fold04.Rep03: gamma=0.50, lambda=0.25
## + Fold04.Rep03: gamma=0.75, lambda=0.25
## - Fold04.Rep03: gamma=0.75, lambda=0.25
## + Fold04.Rep03: gamma=1.00, lambda=0.25
## - Fold04.Rep03: gamma=1.00, lambda=0.25
## + Fold04.Rep03: gamma=0.25, lambda=0.50
## - Fold04.Rep03: gamma=0.25, lambda=0.50
## + Fold04.Rep03: gamma=0.50, lambda=0.50
## - Fold04.Rep03: gamma=0.50, lambda=0.50
## + Fold04.Rep03: gamma=0.75, lambda=0.50
## - Fold04.Rep03: gamma=0.75, lambda=0.50
## + Fold04.Rep03: gamma=1.00, lambda=0.50
## - Fold04.Rep03: gamma=1.00, lambda=0.50
## + Fold04.Rep03: gamma=0.25, lambda=0.75
## - Fold04.Rep03: gamma=0.25, lambda=0.75
## + Fold04.Rep03: gamma=0.50, lambda=0.75
## - Fold04.Rep03: gamma=0.50, lambda=0.75
## + Fold04.Rep03: gamma=0.75, lambda=0.75
## - Fold04.Rep03: gamma=0.75, lambda=0.75
## + Fold04.Rep03: gamma=1.00, lambda=0.75
## - Fold04.Rep03: gamma=1.00, lambda=0.75
## + Fold04.Rep03: gamma=0.25, lambda=1.00
## - Fold04.Rep03: gamma=0.25, lambda=1.00
## + Fold04.Rep03: gamma=0.50, lambda=1.00
## - Fold04.Rep03: gamma=0.50, lambda=1.00
## + Fold04.Rep03: gamma=0.75, lambda=1.00
## - Fold04.Rep03: gamma=0.75, lambda=1.00
## + Fold04.Rep03: gamma=1.00, lambda=1.00
## - Fold04.Rep03: gamma=1.00, lambda=1.00
## + Fold05.Rep03: gamma=0.25, lambda=0.00
## - Fold05.Rep03: gamma=0.25, lambda=0.00
## + Fold05.Rep03: gamma=0.50, lambda=0.00
## - Fold05.Rep03: gamma=0.50, lambda=0.00
## + Fold05.Rep03: gamma=0.75, lambda=0.00
## - Fold05.Rep03: gamma=0.75, lambda=0.00
## + Fold05.Rep03: gamma=1.00, lambda=0.00
## - Fold05.Rep03: gamma=1.00, lambda=0.00
## + Fold05.Rep03: gamma=0.25, lambda=0.25
## - Fold05.Rep03: gamma=0.25, lambda=0.25
## + Fold05.Rep03: gamma=0.50, lambda=0.25
## - Fold05.Rep03: gamma=0.50, lambda=0.25
## + Fold05.Rep03: gamma=0.75, lambda=0.25
## - Fold05.Rep03: gamma=0.75, lambda=0.25
## + Fold05.Rep03: gamma=1.00, lambda=0.25
## - Fold05.Rep03: gamma=1.00, lambda=0.25
## + Fold05.Rep03: gamma=0.25, lambda=0.50
## - Fold05.Rep03: gamma=0.25, lambda=0.50
## + Fold05.Rep03: gamma=0.50, lambda=0.50
## - Fold05.Rep03: gamma=0.50, lambda=0.50
## + Fold05.Rep03: gamma=0.75, lambda=0.50
## - Fold05.Rep03: gamma=0.75, lambda=0.50
## + Fold05.Rep03: gamma=1.00, lambda=0.50
## - Fold05.Rep03: gamma=1.00, lambda=0.50
## + Fold05.Rep03: gamma=0.25, lambda=0.75
## - Fold05.Rep03: gamma=0.25, lambda=0.75
## + Fold05.Rep03: gamma=0.50, lambda=0.75
## - Fold05.Rep03: gamma=0.50, lambda=0.75
## + Fold05.Rep03: gamma=0.75, lambda=0.75
## - Fold05.Rep03: gamma=0.75, lambda=0.75
## + Fold05.Rep03: gamma=1.00, lambda=0.75
## - Fold05.Rep03: gamma=1.00, lambda=0.75
## + Fold05.Rep03: gamma=0.25, lambda=1.00
## - Fold05.Rep03: gamma=0.25, lambda=1.00
## + Fold05.Rep03: gamma=0.50, lambda=1.00
## - Fold05.Rep03: gamma=0.50, lambda=1.00
## + Fold05.Rep03: gamma=0.75, lambda=1.00
## - Fold05.Rep03: gamma=0.75, lambda=1.00
## + Fold05.Rep03: gamma=1.00, lambda=1.00
## - Fold05.Rep03: gamma=1.00, lambda=1.00
## + Fold06.Rep03: gamma=0.25, lambda=0.00
## - Fold06.Rep03: gamma=0.25, lambda=0.00
## + Fold06.Rep03: gamma=0.50, lambda=0.00
## - Fold06.Rep03: gamma=0.50, lambda=0.00
## + Fold06.Rep03: gamma=0.75, lambda=0.00
## - Fold06.Rep03: gamma=0.75, lambda=0.00
## + Fold06.Rep03: gamma=1.00, lambda=0.00
## - Fold06.Rep03: gamma=1.00, lambda=0.00
## + Fold06.Rep03: gamma=0.25, lambda=0.25
## - Fold06.Rep03: gamma=0.25, lambda=0.25
## + Fold06.Rep03: gamma=0.50, lambda=0.25
## - Fold06.Rep03: gamma=0.50, lambda=0.25
## + Fold06.Rep03: gamma=0.75, lambda=0.25
## - Fold06.Rep03: gamma=0.75, lambda=0.25
## + Fold06.Rep03: gamma=1.00, lambda=0.25
## - Fold06.Rep03: gamma=1.00, lambda=0.25
## + Fold06.Rep03: gamma=0.25, lambda=0.50
## - Fold06.Rep03: gamma=0.25, lambda=0.50
## + Fold06.Rep03: gamma=0.50, lambda=0.50
## - Fold06.Rep03: gamma=0.50, lambda=0.50
## + Fold06.Rep03: gamma=0.75, lambda=0.50
## - Fold06.Rep03: gamma=0.75, lambda=0.50
## + Fold06.Rep03: gamma=1.00, lambda=0.50
## - Fold06.Rep03: gamma=1.00, lambda=0.50
## + Fold06.Rep03: gamma=0.25, lambda=0.75
## - Fold06.Rep03: gamma=0.25, lambda=0.75
## + Fold06.Rep03: gamma=0.50, lambda=0.75
## - Fold06.Rep03: gamma=0.50, lambda=0.75
## + Fold06.Rep03: gamma=0.75, lambda=0.75
## - Fold06.Rep03: gamma=0.75, lambda=0.75
## + Fold06.Rep03: gamma=1.00, lambda=0.75
## - Fold06.Rep03: gamma=1.00, lambda=0.75
## + Fold06.Rep03: gamma=0.25, lambda=1.00
## - Fold06.Rep03: gamma=0.25, lambda=1.00
## + Fold06.Rep03: gamma=0.50, lambda=1.00
## - Fold06.Rep03: gamma=0.50, lambda=1.00
## + Fold06.Rep03: gamma=0.75, lambda=1.00
## - Fold06.Rep03: gamma=0.75, lambda=1.00
## + Fold06.Rep03: gamma=1.00, lambda=1.00
## - Fold06.Rep03: gamma=1.00, lambda=1.00
## + Fold07.Rep03: gamma=0.25, lambda=0.00
## - Fold07.Rep03: gamma=0.25, lambda=0.00
## + Fold07.Rep03: gamma=0.50, lambda=0.00
## - Fold07.Rep03: gamma=0.50, lambda=0.00
## + Fold07.Rep03: gamma=0.75, lambda=0.00
## - Fold07.Rep03: gamma=0.75, lambda=0.00
## + Fold07.Rep03: gamma=1.00, lambda=0.00
## - Fold07.Rep03: gamma=1.00, lambda=0.00
## + Fold07.Rep03: gamma=0.25, lambda=0.25
## - Fold07.Rep03: gamma=0.25, lambda=0.25
## + Fold07.Rep03: gamma=0.50, lambda=0.25
## - Fold07.Rep03: gamma=0.50, lambda=0.25
## + Fold07.Rep03: gamma=0.75, lambda=0.25
## - Fold07.Rep03: gamma=0.75, lambda=0.25
## + Fold07.Rep03: gamma=1.00, lambda=0.25
## - Fold07.Rep03: gamma=1.00, lambda=0.25
## + Fold07.Rep03: gamma=0.25, lambda=0.50
## - Fold07.Rep03: gamma=0.25, lambda=0.50
## + Fold07.Rep03: gamma=0.50, lambda=0.50
## - Fold07.Rep03: gamma=0.50, lambda=0.50
## + Fold07.Rep03: gamma=0.75, lambda=0.50
## - Fold07.Rep03: gamma=0.75, lambda=0.50
## + Fold07.Rep03: gamma=1.00, lambda=0.50
## - Fold07.Rep03: gamma=1.00, lambda=0.50
## + Fold07.Rep03: gamma=0.25, lambda=0.75
## - Fold07.Rep03: gamma=0.25, lambda=0.75
## + Fold07.Rep03: gamma=0.50, lambda=0.75
## - Fold07.Rep03: gamma=0.50, lambda=0.75
## + Fold07.Rep03: gamma=0.75, lambda=0.75
## - Fold07.Rep03: gamma=0.75, lambda=0.75
## + Fold07.Rep03: gamma=1.00, lambda=0.75
## - Fold07.Rep03: gamma=1.00, lambda=0.75
## + Fold07.Rep03: gamma=0.25, lambda=1.00
## - Fold07.Rep03: gamma=0.25, lambda=1.00
## + Fold07.Rep03: gamma=0.50, lambda=1.00
## - Fold07.Rep03: gamma=0.50, lambda=1.00
## + Fold07.Rep03: gamma=0.75, lambda=1.00
## - Fold07.Rep03: gamma=0.75, lambda=1.00
## + Fold07.Rep03: gamma=1.00, lambda=1.00
## - Fold07.Rep03: gamma=1.00, lambda=1.00
## + Fold08.Rep03: gamma=0.25, lambda=0.00
## - Fold08.Rep03: gamma=0.25, lambda=0.00
## + Fold08.Rep03: gamma=0.50, lambda=0.00
## - Fold08.Rep03: gamma=0.50, lambda=0.00
## + Fold08.Rep03: gamma=0.75, lambda=0.00
## - Fold08.Rep03: gamma=0.75, lambda=0.00
## + Fold08.Rep03: gamma=1.00, lambda=0.00
## - Fold08.Rep03: gamma=1.00, lambda=0.00
## + Fold08.Rep03: gamma=0.25, lambda=0.25
## - Fold08.Rep03: gamma=0.25, lambda=0.25
## + Fold08.Rep03: gamma=0.50, lambda=0.25
## - Fold08.Rep03: gamma=0.50, lambda=0.25
## + Fold08.Rep03: gamma=0.75, lambda=0.25
## - Fold08.Rep03: gamma=0.75, lambda=0.25
## + Fold08.Rep03: gamma=1.00, lambda=0.25
## - Fold08.Rep03: gamma=1.00, lambda=0.25
## + Fold08.Rep03: gamma=0.25, lambda=0.50
## - Fold08.Rep03: gamma=0.25, lambda=0.50
## + Fold08.Rep03: gamma=0.50, lambda=0.50
## - Fold08.Rep03: gamma=0.50, lambda=0.50
## + Fold08.Rep03: gamma=0.75, lambda=0.50
## - Fold08.Rep03: gamma=0.75, lambda=0.50
## + Fold08.Rep03: gamma=1.00, lambda=0.50
## - Fold08.Rep03: gamma=1.00, lambda=0.50
## + Fold08.Rep03: gamma=0.25, lambda=0.75
## - Fold08.Rep03: gamma=0.25, lambda=0.75
## + Fold08.Rep03: gamma=0.50, lambda=0.75
## - Fold08.Rep03: gamma=0.50, lambda=0.75
## + Fold08.Rep03: gamma=0.75, lambda=0.75
## - Fold08.Rep03: gamma=0.75, lambda=0.75
## + Fold08.Rep03: gamma=1.00, lambda=0.75
## - Fold08.Rep03: gamma=1.00, lambda=0.75
## + Fold08.Rep03: gamma=0.25, lambda=1.00
## - Fold08.Rep03: gamma=0.25, lambda=1.00
## + Fold08.Rep03: gamma=0.50, lambda=1.00
## - Fold08.Rep03: gamma=0.50, lambda=1.00
## + Fold08.Rep03: gamma=0.75, lambda=1.00
## - Fold08.Rep03: gamma=0.75, lambda=1.00
## + Fold08.Rep03: gamma=1.00, lambda=1.00
## - Fold08.Rep03: gamma=1.00, lambda=1.00
## + Fold09.Rep03: gamma=0.25, lambda=0.00
## - Fold09.Rep03: gamma=0.25, lambda=0.00
## + Fold09.Rep03: gamma=0.50, lambda=0.00
## - Fold09.Rep03: gamma=0.50, lambda=0.00
## + Fold09.Rep03: gamma=0.75, lambda=0.00
## - Fold09.Rep03: gamma=0.75, lambda=0.00
## + Fold09.Rep03: gamma=1.00, lambda=0.00
## - Fold09.Rep03: gamma=1.00, lambda=0.00
## + Fold09.Rep03: gamma=0.25, lambda=0.25
## - Fold09.Rep03: gamma=0.25, lambda=0.25
## + Fold09.Rep03: gamma=0.50, lambda=0.25
## - Fold09.Rep03: gamma=0.50, lambda=0.25
## + Fold09.Rep03: gamma=0.75, lambda=0.25
## - Fold09.Rep03: gamma=0.75, lambda=0.25
## + Fold09.Rep03: gamma=1.00, lambda=0.25
## - Fold09.Rep03: gamma=1.00, lambda=0.25
## + Fold09.Rep03: gamma=0.25, lambda=0.50
## - Fold09.Rep03: gamma=0.25, lambda=0.50
## + Fold09.Rep03: gamma=0.50, lambda=0.50
## - Fold09.Rep03: gamma=0.50, lambda=0.50
## + Fold09.Rep03: gamma=0.75, lambda=0.50
## - Fold09.Rep03: gamma=0.75, lambda=0.50
## + Fold09.Rep03: gamma=1.00, lambda=0.50
## - Fold09.Rep03: gamma=1.00, lambda=0.50
## + Fold09.Rep03: gamma=0.25, lambda=0.75
## - Fold09.Rep03: gamma=0.25, lambda=0.75
## + Fold09.Rep03: gamma=0.50, lambda=0.75
## - Fold09.Rep03: gamma=0.50, lambda=0.75
## + Fold09.Rep03: gamma=0.75, lambda=0.75
## - Fold09.Rep03: gamma=0.75, lambda=0.75
## + Fold09.Rep03: gamma=1.00, lambda=0.75
## - Fold09.Rep03: gamma=1.00, lambda=0.75
## + Fold09.Rep03: gamma=0.25, lambda=1.00
## - Fold09.Rep03: gamma=0.25, lambda=1.00
## + Fold09.Rep03: gamma=0.50, lambda=1.00
## - Fold09.Rep03: gamma=0.50, lambda=1.00
## + Fold09.Rep03: gamma=0.75, lambda=1.00
## - Fold09.Rep03: gamma=0.75, lambda=1.00
## + Fold09.Rep03: gamma=1.00, lambda=1.00
## - Fold09.Rep03: gamma=1.00, lambda=1.00
## + Fold10.Rep03: gamma=0.25, lambda=0.00
## - Fold10.Rep03: gamma=0.25, lambda=0.00
## + Fold10.Rep03: gamma=0.50, lambda=0.00
## - Fold10.Rep03: gamma=0.50, lambda=0.00
## + Fold10.Rep03: gamma=0.75, lambda=0.00
## - Fold10.Rep03: gamma=0.75, lambda=0.00
## + Fold10.Rep03: gamma=1.00, lambda=0.00
## - Fold10.Rep03: gamma=1.00, lambda=0.00
## + Fold10.Rep03: gamma=0.25, lambda=0.25
## - Fold10.Rep03: gamma=0.25, lambda=0.25
## + Fold10.Rep03: gamma=0.50, lambda=0.25
## - Fold10.Rep03: gamma=0.50, lambda=0.25
## + Fold10.Rep03: gamma=0.75, lambda=0.25
## - Fold10.Rep03: gamma=0.75, lambda=0.25
## + Fold10.Rep03: gamma=1.00, lambda=0.25
## - Fold10.Rep03: gamma=1.00, lambda=0.25
## + Fold10.Rep03: gamma=0.25, lambda=0.50
## - Fold10.Rep03: gamma=0.25, lambda=0.50
## + Fold10.Rep03: gamma=0.50, lambda=0.50
## - Fold10.Rep03: gamma=0.50, lambda=0.50
## + Fold10.Rep03: gamma=0.75, lambda=0.50
## - Fold10.Rep03: gamma=0.75, lambda=0.50
## + Fold10.Rep03: gamma=1.00, lambda=0.50
## - Fold10.Rep03: gamma=1.00, lambda=0.50
## + Fold10.Rep03: gamma=0.25, lambda=0.75
## - Fold10.Rep03: gamma=0.25, lambda=0.75
## + Fold10.Rep03: gamma=0.50, lambda=0.75
## - Fold10.Rep03: gamma=0.50, lambda=0.75
## + Fold10.Rep03: gamma=0.75, lambda=0.75
## - Fold10.Rep03: gamma=0.75, lambda=0.75
## + Fold10.Rep03: gamma=1.00, lambda=0.75
## - Fold10.Rep03: gamma=1.00, lambda=0.75
## + Fold10.Rep03: gamma=0.25, lambda=1.00
## - Fold10.Rep03: gamma=0.25, lambda=1.00
## + Fold10.Rep03: gamma=0.50, lambda=1.00
## - Fold10.Rep03: gamma=0.50, lambda=1.00
## + Fold10.Rep03: gamma=0.75, lambda=1.00
## - Fold10.Rep03: gamma=0.75, lambda=1.00
## + Fold10.Rep03: gamma=1.00, lambda=1.00
## - Fold10.Rep03: gamma=1.00, lambda=1.00
## + Fold01.Rep04: gamma=0.25, lambda=0.00
## - Fold01.Rep04: gamma=0.25, lambda=0.00
## + Fold01.Rep04: gamma=0.50, lambda=0.00
## - Fold01.Rep04: gamma=0.50, lambda=0.00
## + Fold01.Rep04: gamma=0.75, lambda=0.00
## - Fold01.Rep04: gamma=0.75, lambda=0.00
## + Fold01.Rep04: gamma=1.00, lambda=0.00
## - Fold01.Rep04: gamma=1.00, lambda=0.00
## + Fold01.Rep04: gamma=0.25, lambda=0.25
## - Fold01.Rep04: gamma=0.25, lambda=0.25
## + Fold01.Rep04: gamma=0.50, lambda=0.25
## - Fold01.Rep04: gamma=0.50, lambda=0.25
## + Fold01.Rep04: gamma=0.75, lambda=0.25
## - Fold01.Rep04: gamma=0.75, lambda=0.25
## + Fold01.Rep04: gamma=1.00, lambda=0.25
## - Fold01.Rep04: gamma=1.00, lambda=0.25
## + Fold01.Rep04: gamma=0.25, lambda=0.50
## - Fold01.Rep04: gamma=0.25, lambda=0.50
## + Fold01.Rep04: gamma=0.50, lambda=0.50
## - Fold01.Rep04: gamma=0.50, lambda=0.50
## + Fold01.Rep04: gamma=0.75, lambda=0.50
## - Fold01.Rep04: gamma=0.75, lambda=0.50
## + Fold01.Rep04: gamma=1.00, lambda=0.50
## - Fold01.Rep04: gamma=1.00, lambda=0.50
## + Fold01.Rep04: gamma=0.25, lambda=0.75
## - Fold01.Rep04: gamma=0.25, lambda=0.75
## + Fold01.Rep04: gamma=0.50, lambda=0.75
## - Fold01.Rep04: gamma=0.50, lambda=0.75
## + Fold01.Rep04: gamma=0.75, lambda=0.75
## - Fold01.Rep04: gamma=0.75, lambda=0.75
## + Fold01.Rep04: gamma=1.00, lambda=0.75
## - Fold01.Rep04: gamma=1.00, lambda=0.75
## + Fold01.Rep04: gamma=0.25, lambda=1.00
## - Fold01.Rep04: gamma=0.25, lambda=1.00
## + Fold01.Rep04: gamma=0.50, lambda=1.00
## - Fold01.Rep04: gamma=0.50, lambda=1.00
## + Fold01.Rep04: gamma=0.75, lambda=1.00
## - Fold01.Rep04: gamma=0.75, lambda=1.00
## + Fold01.Rep04: gamma=1.00, lambda=1.00
## - Fold01.Rep04: gamma=1.00, lambda=1.00
## + Fold02.Rep04: gamma=0.25, lambda=0.00
## - Fold02.Rep04: gamma=0.25, lambda=0.00
## + Fold02.Rep04: gamma=0.50, lambda=0.00
## - Fold02.Rep04: gamma=0.50, lambda=0.00
## + Fold02.Rep04: gamma=0.75, lambda=0.00
## - Fold02.Rep04: gamma=0.75, lambda=0.00
## + Fold02.Rep04: gamma=1.00, lambda=0.00
## - Fold02.Rep04: gamma=1.00, lambda=0.00
## + Fold02.Rep04: gamma=0.25, lambda=0.25
## - Fold02.Rep04: gamma=0.25, lambda=0.25
## + Fold02.Rep04: gamma=0.50, lambda=0.25
## - Fold02.Rep04: gamma=0.50, lambda=0.25
## + Fold02.Rep04: gamma=0.75, lambda=0.25
## - Fold02.Rep04: gamma=0.75, lambda=0.25
## + Fold02.Rep04: gamma=1.00, lambda=0.25
## - Fold02.Rep04: gamma=1.00, lambda=0.25
## + Fold02.Rep04: gamma=0.25, lambda=0.50
## - Fold02.Rep04: gamma=0.25, lambda=0.50
## + Fold02.Rep04: gamma=0.50, lambda=0.50
## - Fold02.Rep04: gamma=0.50, lambda=0.50
## + Fold02.Rep04: gamma=0.75, lambda=0.50
## - Fold02.Rep04: gamma=0.75, lambda=0.50
## + Fold02.Rep04: gamma=1.00, lambda=0.50
## - Fold02.Rep04: gamma=1.00, lambda=0.50
## + Fold02.Rep04: gamma=0.25, lambda=0.75
## - Fold02.Rep04: gamma=0.25, lambda=0.75
## + Fold02.Rep04: gamma=0.50, lambda=0.75
## - Fold02.Rep04: gamma=0.50, lambda=0.75
## + Fold02.Rep04: gamma=0.75, lambda=0.75
## - Fold02.Rep04: gamma=0.75, lambda=0.75
## + Fold02.Rep04: gamma=1.00, lambda=0.75
## - Fold02.Rep04: gamma=1.00, lambda=0.75
## + Fold02.Rep04: gamma=0.25, lambda=1.00
## - Fold02.Rep04: gamma=0.25, lambda=1.00
## + Fold02.Rep04: gamma=0.50, lambda=1.00
## - Fold02.Rep04: gamma=0.50, lambda=1.00
## + Fold02.Rep04: gamma=0.75, lambda=1.00
## - Fold02.Rep04: gamma=0.75, lambda=1.00
## + Fold02.Rep04: gamma=1.00, lambda=1.00
## - Fold02.Rep04: gamma=1.00, lambda=1.00
## + Fold03.Rep04: gamma=0.25, lambda=0.00
## - Fold03.Rep04: gamma=0.25, lambda=0.00
## + Fold03.Rep04: gamma=0.50, lambda=0.00
## - Fold03.Rep04: gamma=0.50, lambda=0.00
## + Fold03.Rep04: gamma=0.75, lambda=0.00
## - Fold03.Rep04: gamma=0.75, lambda=0.00
## + Fold03.Rep04: gamma=1.00, lambda=0.00
## - Fold03.Rep04: gamma=1.00, lambda=0.00
## + Fold03.Rep04: gamma=0.25, lambda=0.25
## - Fold03.Rep04: gamma=0.25, lambda=0.25
## + Fold03.Rep04: gamma=0.50, lambda=0.25
## - Fold03.Rep04: gamma=0.50, lambda=0.25
## + Fold03.Rep04: gamma=0.75, lambda=0.25
## - Fold03.Rep04: gamma=0.75, lambda=0.25
## + Fold03.Rep04: gamma=1.00, lambda=0.25
## - Fold03.Rep04: gamma=1.00, lambda=0.25
## + Fold03.Rep04: gamma=0.25, lambda=0.50
## - Fold03.Rep04: gamma=0.25, lambda=0.50
## + Fold03.Rep04: gamma=0.50, lambda=0.50
## - Fold03.Rep04: gamma=0.50, lambda=0.50
## + Fold03.Rep04: gamma=0.75, lambda=0.50
## - Fold03.Rep04: gamma=0.75, lambda=0.50
## + Fold03.Rep04: gamma=1.00, lambda=0.50
## - Fold03.Rep04: gamma=1.00, lambda=0.50
## + Fold03.Rep04: gamma=0.25, lambda=0.75
## - Fold03.Rep04: gamma=0.25, lambda=0.75
## + Fold03.Rep04: gamma=0.50, lambda=0.75
## - Fold03.Rep04: gamma=0.50, lambda=0.75
## + Fold03.Rep04: gamma=0.75, lambda=0.75
## - Fold03.Rep04: gamma=0.75, lambda=0.75
## + Fold03.Rep04: gamma=1.00, lambda=0.75
## - Fold03.Rep04: gamma=1.00, lambda=0.75
## + Fold03.Rep04: gamma=0.25, lambda=1.00
## - Fold03.Rep04: gamma=0.25, lambda=1.00
## + Fold03.Rep04: gamma=0.50, lambda=1.00
## - Fold03.Rep04: gamma=0.50, lambda=1.00
## + Fold03.Rep04: gamma=0.75, lambda=1.00
## - Fold03.Rep04: gamma=0.75, lambda=1.00
## + Fold03.Rep04: gamma=1.00, lambda=1.00
## - Fold03.Rep04: gamma=1.00, lambda=1.00
## + Fold04.Rep04: gamma=0.25, lambda=0.00
## - Fold04.Rep04: gamma=0.25, lambda=0.00
## + Fold04.Rep04: gamma=0.50, lambda=0.00
## - Fold04.Rep04: gamma=0.50, lambda=0.00
## + Fold04.Rep04: gamma=0.75, lambda=0.00
## - Fold04.Rep04: gamma=0.75, lambda=0.00
## + Fold04.Rep04: gamma=1.00, lambda=0.00
## - Fold04.Rep04: gamma=1.00, lambda=0.00
## + Fold04.Rep04: gamma=0.25, lambda=0.25
## - Fold04.Rep04: gamma=0.25, lambda=0.25
## + Fold04.Rep04: gamma=0.50, lambda=0.25
## - Fold04.Rep04: gamma=0.50, lambda=0.25
## + Fold04.Rep04: gamma=0.75, lambda=0.25
## - Fold04.Rep04: gamma=0.75, lambda=0.25
## + Fold04.Rep04: gamma=1.00, lambda=0.25
## - Fold04.Rep04: gamma=1.00, lambda=0.25
## + Fold04.Rep04: gamma=0.25, lambda=0.50
## - Fold04.Rep04: gamma=0.25, lambda=0.50
## + Fold04.Rep04: gamma=0.50, lambda=0.50
## - Fold04.Rep04: gamma=0.50, lambda=0.50
## + Fold04.Rep04: gamma=0.75, lambda=0.50
## - Fold04.Rep04: gamma=0.75, lambda=0.50
## + Fold04.Rep04: gamma=1.00, lambda=0.50
## - Fold04.Rep04: gamma=1.00, lambda=0.50
## + Fold04.Rep04: gamma=0.25, lambda=0.75
## - Fold04.Rep04: gamma=0.25, lambda=0.75
## + Fold04.Rep04: gamma=0.50, lambda=0.75
## - Fold04.Rep04: gamma=0.50, lambda=0.75
## + Fold04.Rep04: gamma=0.75, lambda=0.75
## - Fold04.Rep04: gamma=0.75, lambda=0.75
## + Fold04.Rep04: gamma=1.00, lambda=0.75
## - Fold04.Rep04: gamma=1.00, lambda=0.75
## + Fold04.Rep04: gamma=0.25, lambda=1.00
## - Fold04.Rep04: gamma=0.25, lambda=1.00
## + Fold04.Rep04: gamma=0.50, lambda=1.00
## - Fold04.Rep04: gamma=0.50, lambda=1.00
## + Fold04.Rep04: gamma=0.75, lambda=1.00
## - Fold04.Rep04: gamma=0.75, lambda=1.00
## + Fold04.Rep04: gamma=1.00, lambda=1.00
## - Fold04.Rep04: gamma=1.00, lambda=1.00
## + Fold05.Rep04: gamma=0.25, lambda=0.00
## - Fold05.Rep04: gamma=0.25, lambda=0.00
## + Fold05.Rep04: gamma=0.50, lambda=0.00
## - Fold05.Rep04: gamma=0.50, lambda=0.00
## + Fold05.Rep04: gamma=0.75, lambda=0.00
## - Fold05.Rep04: gamma=0.75, lambda=0.00
## + Fold05.Rep04: gamma=1.00, lambda=0.00
## - Fold05.Rep04: gamma=1.00, lambda=0.00
## + Fold05.Rep04: gamma=0.25, lambda=0.25
## - Fold05.Rep04: gamma=0.25, lambda=0.25
## + Fold05.Rep04: gamma=0.50, lambda=0.25
## - Fold05.Rep04: gamma=0.50, lambda=0.25
## + Fold05.Rep04: gamma=0.75, lambda=0.25
## - Fold05.Rep04: gamma=0.75, lambda=0.25
## + Fold05.Rep04: gamma=1.00, lambda=0.25
## - Fold05.Rep04: gamma=1.00, lambda=0.25
## + Fold05.Rep04: gamma=0.25, lambda=0.50
## - Fold05.Rep04: gamma=0.25, lambda=0.50
## + Fold05.Rep04: gamma=0.50, lambda=0.50
## - Fold05.Rep04: gamma=0.50, lambda=0.50
## + Fold05.Rep04: gamma=0.75, lambda=0.50
## - Fold05.Rep04: gamma=0.75, lambda=0.50
## + Fold05.Rep04: gamma=1.00, lambda=0.50
## - Fold05.Rep04: gamma=1.00, lambda=0.50
## + Fold05.Rep04: gamma=0.25, lambda=0.75
## - Fold05.Rep04: gamma=0.25, lambda=0.75
## + Fold05.Rep04: gamma=0.50, lambda=0.75
## - Fold05.Rep04: gamma=0.50, lambda=0.75
## + Fold05.Rep04: gamma=0.75, lambda=0.75
## - Fold05.Rep04: gamma=0.75, lambda=0.75
## + Fold05.Rep04: gamma=1.00, lambda=0.75
## - Fold05.Rep04: gamma=1.00, lambda=0.75
## + Fold05.Rep04: gamma=0.25, lambda=1.00
## - Fold05.Rep04: gamma=0.25, lambda=1.00
## + Fold05.Rep04: gamma=0.50, lambda=1.00
## - Fold05.Rep04: gamma=0.50, lambda=1.00
## + Fold05.Rep04: gamma=0.75, lambda=1.00
## - Fold05.Rep04: gamma=0.75, lambda=1.00
## + Fold05.Rep04: gamma=1.00, lambda=1.00
## - Fold05.Rep04: gamma=1.00, lambda=1.00
## + Fold06.Rep04: gamma=0.25, lambda=0.00
## - Fold06.Rep04: gamma=0.25, lambda=0.00
## + Fold06.Rep04: gamma=0.50, lambda=0.00
## - Fold06.Rep04: gamma=0.50, lambda=0.00
## + Fold06.Rep04: gamma=0.75, lambda=0.00
## - Fold06.Rep04: gamma=0.75, lambda=0.00
## + Fold06.Rep04: gamma=1.00, lambda=0.00
## - Fold06.Rep04: gamma=1.00, lambda=0.00
## + Fold06.Rep04: gamma=0.25, lambda=0.25
## - Fold06.Rep04: gamma=0.25, lambda=0.25
## + Fold06.Rep04: gamma=0.50, lambda=0.25
## - Fold06.Rep04: gamma=0.50, lambda=0.25
## + Fold06.Rep04: gamma=0.75, lambda=0.25
## - Fold06.Rep04: gamma=0.75, lambda=0.25
## + Fold06.Rep04: gamma=1.00, lambda=0.25
## - Fold06.Rep04: gamma=1.00, lambda=0.25
## + Fold06.Rep04: gamma=0.25, lambda=0.50
## - Fold06.Rep04: gamma=0.25, lambda=0.50
## + Fold06.Rep04: gamma=0.50, lambda=0.50
## - Fold06.Rep04: gamma=0.50, lambda=0.50
## + Fold06.Rep04: gamma=0.75, lambda=0.50
## - Fold06.Rep04: gamma=0.75, lambda=0.50
## + Fold06.Rep04: gamma=1.00, lambda=0.50
## - Fold06.Rep04: gamma=1.00, lambda=0.50
## + Fold06.Rep04: gamma=0.25, lambda=0.75
## - Fold06.Rep04: gamma=0.25, lambda=0.75
## + Fold06.Rep04: gamma=0.50, lambda=0.75
## - Fold06.Rep04: gamma=0.50, lambda=0.75
## + Fold06.Rep04: gamma=0.75, lambda=0.75
## - Fold06.Rep04: gamma=0.75, lambda=0.75
## + Fold06.Rep04: gamma=1.00, lambda=0.75
## - Fold06.Rep04: gamma=1.00, lambda=0.75
## + Fold06.Rep04: gamma=0.25, lambda=1.00
## - Fold06.Rep04: gamma=0.25, lambda=1.00
## + Fold06.Rep04: gamma=0.50, lambda=1.00
## - Fold06.Rep04: gamma=0.50, lambda=1.00
## + Fold06.Rep04: gamma=0.75, lambda=1.00
## - Fold06.Rep04: gamma=0.75, lambda=1.00
## + Fold06.Rep04: gamma=1.00, lambda=1.00
## - Fold06.Rep04: gamma=1.00, lambda=1.00
## + Fold07.Rep04: gamma=0.25, lambda=0.00
## - Fold07.Rep04: gamma=0.25, lambda=0.00
## + Fold07.Rep04: gamma=0.50, lambda=0.00
## - Fold07.Rep04: gamma=0.50, lambda=0.00
## + Fold07.Rep04: gamma=0.75, lambda=0.00
## - Fold07.Rep04: gamma=0.75, lambda=0.00
## + Fold07.Rep04: gamma=1.00, lambda=0.00
## - Fold07.Rep04: gamma=1.00, lambda=0.00
## + Fold07.Rep04: gamma=0.25, lambda=0.25
## - Fold07.Rep04: gamma=0.25, lambda=0.25
## + Fold07.Rep04: gamma=0.50, lambda=0.25
## - Fold07.Rep04: gamma=0.50, lambda=0.25
## + Fold07.Rep04: gamma=0.75, lambda=0.25
## - Fold07.Rep04: gamma=0.75, lambda=0.25
## + Fold07.Rep04: gamma=1.00, lambda=0.25
## - Fold07.Rep04: gamma=1.00, lambda=0.25
## + Fold07.Rep04: gamma=0.25, lambda=0.50
## - Fold07.Rep04: gamma=0.25, lambda=0.50
## + Fold07.Rep04: gamma=0.50, lambda=0.50
## - Fold07.Rep04: gamma=0.50, lambda=0.50
## + Fold07.Rep04: gamma=0.75, lambda=0.50
## - Fold07.Rep04: gamma=0.75, lambda=0.50
## + Fold07.Rep04: gamma=1.00, lambda=0.50
## - Fold07.Rep04: gamma=1.00, lambda=0.50
## + Fold07.Rep04: gamma=0.25, lambda=0.75
## - Fold07.Rep04: gamma=0.25, lambda=0.75
## + Fold07.Rep04: gamma=0.50, lambda=0.75
## - Fold07.Rep04: gamma=0.50, lambda=0.75
## + Fold07.Rep04: gamma=0.75, lambda=0.75
## - Fold07.Rep04: gamma=0.75, lambda=0.75
## + Fold07.Rep04: gamma=1.00, lambda=0.75
## - Fold07.Rep04: gamma=1.00, lambda=0.75
## + Fold07.Rep04: gamma=0.25, lambda=1.00
## - Fold07.Rep04: gamma=0.25, lambda=1.00
## + Fold07.Rep04: gamma=0.50, lambda=1.00
## - Fold07.Rep04: gamma=0.50, lambda=1.00
## + Fold07.Rep04: gamma=0.75, lambda=1.00
## - Fold07.Rep04: gamma=0.75, lambda=1.00
## + Fold07.Rep04: gamma=1.00, lambda=1.00
## - Fold07.Rep04: gamma=1.00, lambda=1.00
## + Fold08.Rep04: gamma=0.25, lambda=0.00
## - Fold08.Rep04: gamma=0.25, lambda=0.00
## + Fold08.Rep04: gamma=0.50, lambda=0.00
## - Fold08.Rep04: gamma=0.50, lambda=0.00
## + Fold08.Rep04: gamma=0.75, lambda=0.00
## - Fold08.Rep04: gamma=0.75, lambda=0.00
## + Fold08.Rep04: gamma=1.00, lambda=0.00
## - Fold08.Rep04: gamma=1.00, lambda=0.00
## + Fold08.Rep04: gamma=0.25, lambda=0.25
## - Fold08.Rep04: gamma=0.25, lambda=0.25
## + Fold08.Rep04: gamma=0.50, lambda=0.25
## - Fold08.Rep04: gamma=0.50, lambda=0.25
## + Fold08.Rep04: gamma=0.75, lambda=0.25
## - Fold08.Rep04: gamma=0.75, lambda=0.25
## + Fold08.Rep04: gamma=1.00, lambda=0.25
## - Fold08.Rep04: gamma=1.00, lambda=0.25
## + Fold08.Rep04: gamma=0.25, lambda=0.50
## - Fold08.Rep04: gamma=0.25, lambda=0.50
## + Fold08.Rep04: gamma=0.50, lambda=0.50
## - Fold08.Rep04: gamma=0.50, lambda=0.50
## + Fold08.Rep04: gamma=0.75, lambda=0.50
## - Fold08.Rep04: gamma=0.75, lambda=0.50
## + Fold08.Rep04: gamma=1.00, lambda=0.50
## - Fold08.Rep04: gamma=1.00, lambda=0.50
## + Fold08.Rep04: gamma=0.25, lambda=0.75
## - Fold08.Rep04: gamma=0.25, lambda=0.75
## + Fold08.Rep04: gamma=0.50, lambda=0.75
## - Fold08.Rep04: gamma=0.50, lambda=0.75
## + Fold08.Rep04: gamma=0.75, lambda=0.75
## - Fold08.Rep04: gamma=0.75, lambda=0.75
## + Fold08.Rep04: gamma=1.00, lambda=0.75
## - Fold08.Rep04: gamma=1.00, lambda=0.75
## + Fold08.Rep04: gamma=0.25, lambda=1.00
## - Fold08.Rep04: gamma=0.25, lambda=1.00
## + Fold08.Rep04: gamma=0.50, lambda=1.00
## - Fold08.Rep04: gamma=0.50, lambda=1.00
## + Fold08.Rep04: gamma=0.75, lambda=1.00
## - Fold08.Rep04: gamma=0.75, lambda=1.00
## + Fold08.Rep04: gamma=1.00, lambda=1.00
## - Fold08.Rep04: gamma=1.00, lambda=1.00
## + Fold09.Rep04: gamma=0.25, lambda=0.00
## - Fold09.Rep04: gamma=0.25, lambda=0.00
## + Fold09.Rep04: gamma=0.50, lambda=0.00
## - Fold09.Rep04: gamma=0.50, lambda=0.00
## + Fold09.Rep04: gamma=0.75, lambda=0.00
## - Fold09.Rep04: gamma=0.75, lambda=0.00
## + Fold09.Rep04: gamma=1.00, lambda=0.00
## - Fold09.Rep04: gamma=1.00, lambda=0.00
## + Fold09.Rep04: gamma=0.25, lambda=0.25
## - Fold09.Rep04: gamma=0.25, lambda=0.25
## + Fold09.Rep04: gamma=0.50, lambda=0.25
## - Fold09.Rep04: gamma=0.50, lambda=0.25
## + Fold09.Rep04: gamma=0.75, lambda=0.25
## - Fold09.Rep04: gamma=0.75, lambda=0.25
## + Fold09.Rep04: gamma=1.00, lambda=0.25
## - Fold09.Rep04: gamma=1.00, lambda=0.25
## + Fold09.Rep04: gamma=0.25, lambda=0.50
## - Fold09.Rep04: gamma=0.25, lambda=0.50
## + Fold09.Rep04: gamma=0.50, lambda=0.50
## - Fold09.Rep04: gamma=0.50, lambda=0.50
## + Fold09.Rep04: gamma=0.75, lambda=0.50
## - Fold09.Rep04: gamma=0.75, lambda=0.50
## + Fold09.Rep04: gamma=1.00, lambda=0.50
## - Fold09.Rep04: gamma=1.00, lambda=0.50
## + Fold09.Rep04: gamma=0.25, lambda=0.75
## - Fold09.Rep04: gamma=0.25, lambda=0.75
## + Fold09.Rep04: gamma=0.50, lambda=0.75
## - Fold09.Rep04: gamma=0.50, lambda=0.75
## + Fold09.Rep04: gamma=0.75, lambda=0.75
## - Fold09.Rep04: gamma=0.75, lambda=0.75
## + Fold09.Rep04: gamma=1.00, lambda=0.75
## - Fold09.Rep04: gamma=1.00, lambda=0.75
## + Fold09.Rep04: gamma=0.25, lambda=1.00
## - Fold09.Rep04: gamma=0.25, lambda=1.00
## + Fold09.Rep04: gamma=0.50, lambda=1.00
## - Fold09.Rep04: gamma=0.50, lambda=1.00
## + Fold09.Rep04: gamma=0.75, lambda=1.00
## - Fold09.Rep04: gamma=0.75, lambda=1.00
## + Fold09.Rep04: gamma=1.00, lambda=1.00
## - Fold09.Rep04: gamma=1.00, lambda=1.00
## + Fold10.Rep04: gamma=0.25, lambda=0.00
## - Fold10.Rep04: gamma=0.25, lambda=0.00
## + Fold10.Rep04: gamma=0.50, lambda=0.00
## - Fold10.Rep04: gamma=0.50, lambda=0.00
## + Fold10.Rep04: gamma=0.75, lambda=0.00
## - Fold10.Rep04: gamma=0.75, lambda=0.00
## + Fold10.Rep04: gamma=1.00, lambda=0.00
## - Fold10.Rep04: gamma=1.00, lambda=0.00
## + Fold10.Rep04: gamma=0.25, lambda=0.25
## - Fold10.Rep04: gamma=0.25, lambda=0.25
## + Fold10.Rep04: gamma=0.50, lambda=0.25
## - Fold10.Rep04: gamma=0.50, lambda=0.25
## + Fold10.Rep04: gamma=0.75, lambda=0.25
## - Fold10.Rep04: gamma=0.75, lambda=0.25
## + Fold10.Rep04: gamma=1.00, lambda=0.25
## - Fold10.Rep04: gamma=1.00, lambda=0.25
## + Fold10.Rep04: gamma=0.25, lambda=0.50
## - Fold10.Rep04: gamma=0.25, lambda=0.50
## + Fold10.Rep04: gamma=0.50, lambda=0.50
## - Fold10.Rep04: gamma=0.50, lambda=0.50
## + Fold10.Rep04: gamma=0.75, lambda=0.50
## - Fold10.Rep04: gamma=0.75, lambda=0.50
## + Fold10.Rep04: gamma=1.00, lambda=0.50
## - Fold10.Rep04: gamma=1.00, lambda=0.50
## + Fold10.Rep04: gamma=0.25, lambda=0.75
## - Fold10.Rep04: gamma=0.25, lambda=0.75
## + Fold10.Rep04: gamma=0.50, lambda=0.75
## - Fold10.Rep04: gamma=0.50, lambda=0.75
## + Fold10.Rep04: gamma=0.75, lambda=0.75
## - Fold10.Rep04: gamma=0.75, lambda=0.75
## + Fold10.Rep04: gamma=1.00, lambda=0.75
## - Fold10.Rep04: gamma=1.00, lambda=0.75
## + Fold10.Rep04: gamma=0.25, lambda=1.00
## - Fold10.Rep04: gamma=0.25, lambda=1.00
## + Fold10.Rep04: gamma=0.50, lambda=1.00
## - Fold10.Rep04: gamma=0.50, lambda=1.00
## + Fold10.Rep04: gamma=0.75, lambda=1.00
## - Fold10.Rep04: gamma=0.75, lambda=1.00
## + Fold10.Rep04: gamma=1.00, lambda=1.00
## - Fold10.Rep04: gamma=1.00, lambda=1.00
## + Fold01.Rep05: gamma=0.25, lambda=0.00
## - Fold01.Rep05: gamma=0.25, lambda=0.00
## + Fold01.Rep05: gamma=0.50, lambda=0.00
## - Fold01.Rep05: gamma=0.50, lambda=0.00
## + Fold01.Rep05: gamma=0.75, lambda=0.00
## - Fold01.Rep05: gamma=0.75, lambda=0.00
## + Fold01.Rep05: gamma=1.00, lambda=0.00
## - Fold01.Rep05: gamma=1.00, lambda=0.00
## + Fold01.Rep05: gamma=0.25, lambda=0.25
## - Fold01.Rep05: gamma=0.25, lambda=0.25
## + Fold01.Rep05: gamma=0.50, lambda=0.25
## - Fold01.Rep05: gamma=0.50, lambda=0.25
## + Fold01.Rep05: gamma=0.75, lambda=0.25
## - Fold01.Rep05: gamma=0.75, lambda=0.25
## + Fold01.Rep05: gamma=1.00, lambda=0.25
## - Fold01.Rep05: gamma=1.00, lambda=0.25
## + Fold01.Rep05: gamma=0.25, lambda=0.50
## - Fold01.Rep05: gamma=0.25, lambda=0.50
## + Fold01.Rep05: gamma=0.50, lambda=0.50
## - Fold01.Rep05: gamma=0.50, lambda=0.50
## + Fold01.Rep05: gamma=0.75, lambda=0.50
## - Fold01.Rep05: gamma=0.75, lambda=0.50
## + Fold01.Rep05: gamma=1.00, lambda=0.50
## - Fold01.Rep05: gamma=1.00, lambda=0.50
## + Fold01.Rep05: gamma=0.25, lambda=0.75
## - Fold01.Rep05: gamma=0.25, lambda=0.75
## + Fold01.Rep05: gamma=0.50, lambda=0.75
## - Fold01.Rep05: gamma=0.50, lambda=0.75
## + Fold01.Rep05: gamma=0.75, lambda=0.75
## - Fold01.Rep05: gamma=0.75, lambda=0.75
## + Fold01.Rep05: gamma=1.00, lambda=0.75
## - Fold01.Rep05: gamma=1.00, lambda=0.75
## + Fold01.Rep05: gamma=0.25, lambda=1.00
## - Fold01.Rep05: gamma=0.25, lambda=1.00
## + Fold01.Rep05: gamma=0.50, lambda=1.00
## - Fold01.Rep05: gamma=0.50, lambda=1.00
## + Fold01.Rep05: gamma=0.75, lambda=1.00
## - Fold01.Rep05: gamma=0.75, lambda=1.00
## + Fold01.Rep05: gamma=1.00, lambda=1.00
## - Fold01.Rep05: gamma=1.00, lambda=1.00
## + Fold02.Rep05: gamma=0.25, lambda=0.00
## - Fold02.Rep05: gamma=0.25, lambda=0.00
## + Fold02.Rep05: gamma=0.50, lambda=0.00
## - Fold02.Rep05: gamma=0.50, lambda=0.00
## + Fold02.Rep05: gamma=0.75, lambda=0.00
## - Fold02.Rep05: gamma=0.75, lambda=0.00
## + Fold02.Rep05: gamma=1.00, lambda=0.00
## - Fold02.Rep05: gamma=1.00, lambda=0.00
## + Fold02.Rep05: gamma=0.25, lambda=0.25
## - Fold02.Rep05: gamma=0.25, lambda=0.25
## + Fold02.Rep05: gamma=0.50, lambda=0.25
## - Fold02.Rep05: gamma=0.50, lambda=0.25
## + Fold02.Rep05: gamma=0.75, lambda=0.25
## - Fold02.Rep05: gamma=0.75, lambda=0.25
## + Fold02.Rep05: gamma=1.00, lambda=0.25
## - Fold02.Rep05: gamma=1.00, lambda=0.25
## + Fold02.Rep05: gamma=0.25, lambda=0.50
## - Fold02.Rep05: gamma=0.25, lambda=0.50
## + Fold02.Rep05: gamma=0.50, lambda=0.50
## - Fold02.Rep05: gamma=0.50, lambda=0.50
## + Fold02.Rep05: gamma=0.75, lambda=0.50
## - Fold02.Rep05: gamma=0.75, lambda=0.50
## + Fold02.Rep05: gamma=1.00, lambda=0.50
## - Fold02.Rep05: gamma=1.00, lambda=0.50
## + Fold02.Rep05: gamma=0.25, lambda=0.75
## - Fold02.Rep05: gamma=0.25, lambda=0.75
## + Fold02.Rep05: gamma=0.50, lambda=0.75
## - Fold02.Rep05: gamma=0.50, lambda=0.75
## + Fold02.Rep05: gamma=0.75, lambda=0.75
## - Fold02.Rep05: gamma=0.75, lambda=0.75
## + Fold02.Rep05: gamma=1.00, lambda=0.75
## - Fold02.Rep05: gamma=1.00, lambda=0.75
## + Fold02.Rep05: gamma=0.25, lambda=1.00
## - Fold02.Rep05: gamma=0.25, lambda=1.00
## + Fold02.Rep05: gamma=0.50, lambda=1.00
## - Fold02.Rep05: gamma=0.50, lambda=1.00
## + Fold02.Rep05: gamma=0.75, lambda=1.00
## - Fold02.Rep05: gamma=0.75, lambda=1.00
## + Fold02.Rep05: gamma=1.00, lambda=1.00
## - Fold02.Rep05: gamma=1.00, lambda=1.00
## + Fold03.Rep05: gamma=0.25, lambda=0.00
## - Fold03.Rep05: gamma=0.25, lambda=0.00
## + Fold03.Rep05: gamma=0.50, lambda=0.00
## - Fold03.Rep05: gamma=0.50, lambda=0.00
## + Fold03.Rep05: gamma=0.75, lambda=0.00
## - Fold03.Rep05: gamma=0.75, lambda=0.00
## + Fold03.Rep05: gamma=1.00, lambda=0.00
## - Fold03.Rep05: gamma=1.00, lambda=0.00
## + Fold03.Rep05: gamma=0.25, lambda=0.25
## - Fold03.Rep05: gamma=0.25, lambda=0.25
## + Fold03.Rep05: gamma=0.50, lambda=0.25
## - Fold03.Rep05: gamma=0.50, lambda=0.25
## + Fold03.Rep05: gamma=0.75, lambda=0.25
## - Fold03.Rep05: gamma=0.75, lambda=0.25
## + Fold03.Rep05: gamma=1.00, lambda=0.25
## - Fold03.Rep05: gamma=1.00, lambda=0.25
## + Fold03.Rep05: gamma=0.25, lambda=0.50
## - Fold03.Rep05: gamma=0.25, lambda=0.50
## + Fold03.Rep05: gamma=0.50, lambda=0.50
## - Fold03.Rep05: gamma=0.50, lambda=0.50
## + Fold03.Rep05: gamma=0.75, lambda=0.50
## - Fold03.Rep05: gamma=0.75, lambda=0.50
## + Fold03.Rep05: gamma=1.00, lambda=0.50
## - Fold03.Rep05: gamma=1.00, lambda=0.50
## + Fold03.Rep05: gamma=0.25, lambda=0.75
## - Fold03.Rep05: gamma=0.25, lambda=0.75
## + Fold03.Rep05: gamma=0.50, lambda=0.75
## - Fold03.Rep05: gamma=0.50, lambda=0.75
## + Fold03.Rep05: gamma=0.75, lambda=0.75
## - Fold03.Rep05: gamma=0.75, lambda=0.75
## + Fold03.Rep05: gamma=1.00, lambda=0.75
## - Fold03.Rep05: gamma=1.00, lambda=0.75
## + Fold03.Rep05: gamma=0.25, lambda=1.00
## - Fold03.Rep05: gamma=0.25, lambda=1.00
## + Fold03.Rep05: gamma=0.50, lambda=1.00
## - Fold03.Rep05: gamma=0.50, lambda=1.00
## + Fold03.Rep05: gamma=0.75, lambda=1.00
## - Fold03.Rep05: gamma=0.75, lambda=1.00
## + Fold03.Rep05: gamma=1.00, lambda=1.00
## - Fold03.Rep05: gamma=1.00, lambda=1.00
## + Fold04.Rep05: gamma=0.25, lambda=0.00
## - Fold04.Rep05: gamma=0.25, lambda=0.00
## + Fold04.Rep05: gamma=0.50, lambda=0.00
## - Fold04.Rep05: gamma=0.50, lambda=0.00
## + Fold04.Rep05: gamma=0.75, lambda=0.00
## - Fold04.Rep05: gamma=0.75, lambda=0.00
## + Fold04.Rep05: gamma=1.00, lambda=0.00
## - Fold04.Rep05: gamma=1.00, lambda=0.00
## + Fold04.Rep05: gamma=0.25, lambda=0.25
## - Fold04.Rep05: gamma=0.25, lambda=0.25
## + Fold04.Rep05: gamma=0.50, lambda=0.25
## - Fold04.Rep05: gamma=0.50, lambda=0.25
## + Fold04.Rep05: gamma=0.75, lambda=0.25
## - Fold04.Rep05: gamma=0.75, lambda=0.25
## + Fold04.Rep05: gamma=1.00, lambda=0.25
## - Fold04.Rep05: gamma=1.00, lambda=0.25
## + Fold04.Rep05: gamma=0.25, lambda=0.50
## - Fold04.Rep05: gamma=0.25, lambda=0.50
## + Fold04.Rep05: gamma=0.50, lambda=0.50
## - Fold04.Rep05: gamma=0.50, lambda=0.50
## + Fold04.Rep05: gamma=0.75, lambda=0.50
## - Fold04.Rep05: gamma=0.75, lambda=0.50
## + Fold04.Rep05: gamma=1.00, lambda=0.50
## - Fold04.Rep05: gamma=1.00, lambda=0.50
## + Fold04.Rep05: gamma=0.25, lambda=0.75
## - Fold04.Rep05: gamma=0.25, lambda=0.75
## + Fold04.Rep05: gamma=0.50, lambda=0.75
## - Fold04.Rep05: gamma=0.50, lambda=0.75
## + Fold04.Rep05: gamma=0.75, lambda=0.75
## - Fold04.Rep05: gamma=0.75, lambda=0.75
## + Fold04.Rep05: gamma=1.00, lambda=0.75
## - Fold04.Rep05: gamma=1.00, lambda=0.75
## + Fold04.Rep05: gamma=0.25, lambda=1.00
## - Fold04.Rep05: gamma=0.25, lambda=1.00
## + Fold04.Rep05: gamma=0.50, lambda=1.00
## - Fold04.Rep05: gamma=0.50, lambda=1.00
## + Fold04.Rep05: gamma=0.75, lambda=1.00
## - Fold04.Rep05: gamma=0.75, lambda=1.00
## + Fold04.Rep05: gamma=1.00, lambda=1.00
## - Fold04.Rep05: gamma=1.00, lambda=1.00
## + Fold05.Rep05: gamma=0.25, lambda=0.00
## - Fold05.Rep05: gamma=0.25, lambda=0.00
## + Fold05.Rep05: gamma=0.50, lambda=0.00
## - Fold05.Rep05: gamma=0.50, lambda=0.00
## + Fold05.Rep05: gamma=0.75, lambda=0.00
## - Fold05.Rep05: gamma=0.75, lambda=0.00
## + Fold05.Rep05: gamma=1.00, lambda=0.00
## - Fold05.Rep05: gamma=1.00, lambda=0.00
## + Fold05.Rep05: gamma=0.25, lambda=0.25
## - Fold05.Rep05: gamma=0.25, lambda=0.25
## + Fold05.Rep05: gamma=0.50, lambda=0.25
## - Fold05.Rep05: gamma=0.50, lambda=0.25
## + Fold05.Rep05: gamma=0.75, lambda=0.25
## - Fold05.Rep05: gamma=0.75, lambda=0.25
## + Fold05.Rep05: gamma=1.00, lambda=0.25
## - Fold05.Rep05: gamma=1.00, lambda=0.25
## + Fold05.Rep05: gamma=0.25, lambda=0.50
## - Fold05.Rep05: gamma=0.25, lambda=0.50
## + Fold05.Rep05: gamma=0.50, lambda=0.50
## - Fold05.Rep05: gamma=0.50, lambda=0.50
## + Fold05.Rep05: gamma=0.75, lambda=0.50
## - Fold05.Rep05: gamma=0.75, lambda=0.50
## + Fold05.Rep05: gamma=1.00, lambda=0.50
## - Fold05.Rep05: gamma=1.00, lambda=0.50
## + Fold05.Rep05: gamma=0.25, lambda=0.75
## - Fold05.Rep05: gamma=0.25, lambda=0.75
## + Fold05.Rep05: gamma=0.50, lambda=0.75
## - Fold05.Rep05: gamma=0.50, lambda=0.75
## + Fold05.Rep05: gamma=0.75, lambda=0.75
## - Fold05.Rep05: gamma=0.75, lambda=0.75
## + Fold05.Rep05: gamma=1.00, lambda=0.75
## - Fold05.Rep05: gamma=1.00, lambda=0.75
## + Fold05.Rep05: gamma=0.25, lambda=1.00
## - Fold05.Rep05: gamma=0.25, lambda=1.00
## + Fold05.Rep05: gamma=0.50, lambda=1.00
## - Fold05.Rep05: gamma=0.50, lambda=1.00
## + Fold05.Rep05: gamma=0.75, lambda=1.00
## - Fold05.Rep05: gamma=0.75, lambda=1.00
## + Fold05.Rep05: gamma=1.00, lambda=1.00
## - Fold05.Rep05: gamma=1.00, lambda=1.00
## + Fold06.Rep05: gamma=0.25, lambda=0.00
## - Fold06.Rep05: gamma=0.25, lambda=0.00
## + Fold06.Rep05: gamma=0.50, lambda=0.00
## - Fold06.Rep05: gamma=0.50, lambda=0.00
## + Fold06.Rep05: gamma=0.75, lambda=0.00
## - Fold06.Rep05: gamma=0.75, lambda=0.00
## + Fold06.Rep05: gamma=1.00, lambda=0.00
## - Fold06.Rep05: gamma=1.00, lambda=0.00
## + Fold06.Rep05: gamma=0.25, lambda=0.25
## - Fold06.Rep05: gamma=0.25, lambda=0.25
## + Fold06.Rep05: gamma=0.50, lambda=0.25
## - Fold06.Rep05: gamma=0.50, lambda=0.25
## + Fold06.Rep05: gamma=0.75, lambda=0.25
## - Fold06.Rep05: gamma=0.75, lambda=0.25
## + Fold06.Rep05: gamma=1.00, lambda=0.25
## - Fold06.Rep05: gamma=1.00, lambda=0.25
## + Fold06.Rep05: gamma=0.25, lambda=0.50
## - Fold06.Rep05: gamma=0.25, lambda=0.50
## + Fold06.Rep05: gamma=0.50, lambda=0.50
## - Fold06.Rep05: gamma=0.50, lambda=0.50
## + Fold06.Rep05: gamma=0.75, lambda=0.50
## - Fold06.Rep05: gamma=0.75, lambda=0.50
## + Fold06.Rep05: gamma=1.00, lambda=0.50
## - Fold06.Rep05: gamma=1.00, lambda=0.50
## + Fold06.Rep05: gamma=0.25, lambda=0.75
## - Fold06.Rep05: gamma=0.25, lambda=0.75
## + Fold06.Rep05: gamma=0.50, lambda=0.75
## - Fold06.Rep05: gamma=0.50, lambda=0.75
## + Fold06.Rep05: gamma=0.75, lambda=0.75
## - Fold06.Rep05: gamma=0.75, lambda=0.75
## + Fold06.Rep05: gamma=1.00, lambda=0.75
## - Fold06.Rep05: gamma=1.00, lambda=0.75
## + Fold06.Rep05: gamma=0.25, lambda=1.00
## - Fold06.Rep05: gamma=0.25, lambda=1.00
## + Fold06.Rep05: gamma=0.50, lambda=1.00
## - Fold06.Rep05: gamma=0.50, lambda=1.00
## + Fold06.Rep05: gamma=0.75, lambda=1.00
## - Fold06.Rep05: gamma=0.75, lambda=1.00
## + Fold06.Rep05: gamma=1.00, lambda=1.00
## - Fold06.Rep05: gamma=1.00, lambda=1.00
## + Fold07.Rep05: gamma=0.25, lambda=0.00
## - Fold07.Rep05: gamma=0.25, lambda=0.00
## + Fold07.Rep05: gamma=0.50, lambda=0.00
## - Fold07.Rep05: gamma=0.50, lambda=0.00
## + Fold07.Rep05: gamma=0.75, lambda=0.00
## - Fold07.Rep05: gamma=0.75, lambda=0.00
## + Fold07.Rep05: gamma=1.00, lambda=0.00
## - Fold07.Rep05: gamma=1.00, lambda=0.00
## + Fold07.Rep05: gamma=0.25, lambda=0.25
## - Fold07.Rep05: gamma=0.25, lambda=0.25
## + Fold07.Rep05: gamma=0.50, lambda=0.25
## - Fold07.Rep05: gamma=0.50, lambda=0.25
## + Fold07.Rep05: gamma=0.75, lambda=0.25
## - Fold07.Rep05: gamma=0.75, lambda=0.25
## + Fold07.Rep05: gamma=1.00, lambda=0.25
## - Fold07.Rep05: gamma=1.00, lambda=0.25
## + Fold07.Rep05: gamma=0.25, lambda=0.50
## - Fold07.Rep05: gamma=0.25, lambda=0.50
## + Fold07.Rep05: gamma=0.50, lambda=0.50
## - Fold07.Rep05: gamma=0.50, lambda=0.50
## + Fold07.Rep05: gamma=0.75, lambda=0.50
## - Fold07.Rep05: gamma=0.75, lambda=0.50
## + Fold07.Rep05: gamma=1.00, lambda=0.50
## - Fold07.Rep05: gamma=1.00, lambda=0.50
## + Fold07.Rep05: gamma=0.25, lambda=0.75
## - Fold07.Rep05: gamma=0.25, lambda=0.75
## + Fold07.Rep05: gamma=0.50, lambda=0.75
## - Fold07.Rep05: gamma=0.50, lambda=0.75
## + Fold07.Rep05: gamma=0.75, lambda=0.75
## - Fold07.Rep05: gamma=0.75, lambda=0.75
## + Fold07.Rep05: gamma=1.00, lambda=0.75
## - Fold07.Rep05: gamma=1.00, lambda=0.75
## + Fold07.Rep05: gamma=0.25, lambda=1.00
## - Fold07.Rep05: gamma=0.25, lambda=1.00
## + Fold07.Rep05: gamma=0.50, lambda=1.00
## - Fold07.Rep05: gamma=0.50, lambda=1.00
## + Fold07.Rep05: gamma=0.75, lambda=1.00
## - Fold07.Rep05: gamma=0.75, lambda=1.00
## + Fold07.Rep05: gamma=1.00, lambda=1.00
## - Fold07.Rep05: gamma=1.00, lambda=1.00
## + Fold08.Rep05: gamma=0.25, lambda=0.00
## - Fold08.Rep05: gamma=0.25, lambda=0.00
## + Fold08.Rep05: gamma=0.50, lambda=0.00
## - Fold08.Rep05: gamma=0.50, lambda=0.00
## + Fold08.Rep05: gamma=0.75, lambda=0.00
## - Fold08.Rep05: gamma=0.75, lambda=0.00
## + Fold08.Rep05: gamma=1.00, lambda=0.00
## - Fold08.Rep05: gamma=1.00, lambda=0.00
## + Fold08.Rep05: gamma=0.25, lambda=0.25
## - Fold08.Rep05: gamma=0.25, lambda=0.25
## + Fold08.Rep05: gamma=0.50, lambda=0.25
## - Fold08.Rep05: gamma=0.50, lambda=0.25
## + Fold08.Rep05: gamma=0.75, lambda=0.25
## - Fold08.Rep05: gamma=0.75, lambda=0.25
## + Fold08.Rep05: gamma=1.00, lambda=0.25
## - Fold08.Rep05: gamma=1.00, lambda=0.25
## + Fold08.Rep05: gamma=0.25, lambda=0.50
## - Fold08.Rep05: gamma=0.25, lambda=0.50
## + Fold08.Rep05: gamma=0.50, lambda=0.50
## - Fold08.Rep05: gamma=0.50, lambda=0.50
## + Fold08.Rep05: gamma=0.75, lambda=0.50
## - Fold08.Rep05: gamma=0.75, lambda=0.50
## + Fold08.Rep05: gamma=1.00, lambda=0.50
## - Fold08.Rep05: gamma=1.00, lambda=0.50
## + Fold08.Rep05: gamma=0.25, lambda=0.75
## - Fold08.Rep05: gamma=0.25, lambda=0.75
## + Fold08.Rep05: gamma=0.50, lambda=0.75
## - Fold08.Rep05: gamma=0.50, lambda=0.75
## + Fold08.Rep05: gamma=0.75, lambda=0.75
## - Fold08.Rep05: gamma=0.75, lambda=0.75
## + Fold08.Rep05: gamma=1.00, lambda=0.75
## - Fold08.Rep05: gamma=1.00, lambda=0.75
## + Fold08.Rep05: gamma=0.25, lambda=1.00
## - Fold08.Rep05: gamma=0.25, lambda=1.00
## + Fold08.Rep05: gamma=0.50, lambda=1.00
## - Fold08.Rep05: gamma=0.50, lambda=1.00
## + Fold08.Rep05: gamma=0.75, lambda=1.00
## - Fold08.Rep05: gamma=0.75, lambda=1.00
## + Fold08.Rep05: gamma=1.00, lambda=1.00
## - Fold08.Rep05: gamma=1.00, lambda=1.00
## + Fold09.Rep05: gamma=0.25, lambda=0.00
## - Fold09.Rep05: gamma=0.25, lambda=0.00
## + Fold09.Rep05: gamma=0.50, lambda=0.00
## - Fold09.Rep05: gamma=0.50, lambda=0.00
## + Fold09.Rep05: gamma=0.75, lambda=0.00
## - Fold09.Rep05: gamma=0.75, lambda=0.00
## + Fold09.Rep05: gamma=1.00, lambda=0.00
## - Fold09.Rep05: gamma=1.00, lambda=0.00
## + Fold09.Rep05: gamma=0.25, lambda=0.25
## - Fold09.Rep05: gamma=0.25, lambda=0.25
## + Fold09.Rep05: gamma=0.50, lambda=0.25
## - Fold09.Rep05: gamma=0.50, lambda=0.25
## + Fold09.Rep05: gamma=0.75, lambda=0.25
## - Fold09.Rep05: gamma=0.75, lambda=0.25
## + Fold09.Rep05: gamma=1.00, lambda=0.25
## - Fold09.Rep05: gamma=1.00, lambda=0.25
## + Fold09.Rep05: gamma=0.25, lambda=0.50
## - Fold09.Rep05: gamma=0.25, lambda=0.50
## + Fold09.Rep05: gamma=0.50, lambda=0.50
## - Fold09.Rep05: gamma=0.50, lambda=0.50
## + Fold09.Rep05: gamma=0.75, lambda=0.50
## - Fold09.Rep05: gamma=0.75, lambda=0.50
## + Fold09.Rep05: gamma=1.00, lambda=0.50
## - Fold09.Rep05: gamma=1.00, lambda=0.50
## + Fold09.Rep05: gamma=0.25, lambda=0.75
## - Fold09.Rep05: gamma=0.25, lambda=0.75
## + Fold09.Rep05: gamma=0.50, lambda=0.75
## - Fold09.Rep05: gamma=0.50, lambda=0.75
## + Fold09.Rep05: gamma=0.75, lambda=0.75
## - Fold09.Rep05: gamma=0.75, lambda=0.75
## + Fold09.Rep05: gamma=1.00, lambda=0.75
## - Fold09.Rep05: gamma=1.00, lambda=0.75
## + Fold09.Rep05: gamma=0.25, lambda=1.00
## - Fold09.Rep05: gamma=0.25, lambda=1.00
## + Fold09.Rep05: gamma=0.50, lambda=1.00
## - Fold09.Rep05: gamma=0.50, lambda=1.00
## + Fold09.Rep05: gamma=0.75, lambda=1.00
## - Fold09.Rep05: gamma=0.75, lambda=1.00
## + Fold09.Rep05: gamma=1.00, lambda=1.00
## - Fold09.Rep05: gamma=1.00, lambda=1.00
## + Fold10.Rep05: gamma=0.25, lambda=0.00
## - Fold10.Rep05: gamma=0.25, lambda=0.00
## + Fold10.Rep05: gamma=0.50, lambda=0.00
## - Fold10.Rep05: gamma=0.50, lambda=0.00
## + Fold10.Rep05: gamma=0.75, lambda=0.00
## - Fold10.Rep05: gamma=0.75, lambda=0.00
## + Fold10.Rep05: gamma=1.00, lambda=0.00
## - Fold10.Rep05: gamma=1.00, lambda=0.00
## + Fold10.Rep05: gamma=0.25, lambda=0.25
## - Fold10.Rep05: gamma=0.25, lambda=0.25
## + Fold10.Rep05: gamma=0.50, lambda=0.25
## - Fold10.Rep05: gamma=0.50, lambda=0.25
## + Fold10.Rep05: gamma=0.75, lambda=0.25
## - Fold10.Rep05: gamma=0.75, lambda=0.25
## + Fold10.Rep05: gamma=1.00, lambda=0.25
## - Fold10.Rep05: gamma=1.00, lambda=0.25
## + Fold10.Rep05: gamma=0.25, lambda=0.50
## - Fold10.Rep05: gamma=0.25, lambda=0.50
## + Fold10.Rep05: gamma=0.50, lambda=0.50
## - Fold10.Rep05: gamma=0.50, lambda=0.50
## + Fold10.Rep05: gamma=0.75, lambda=0.50
## - Fold10.Rep05: gamma=0.75, lambda=0.50
## + Fold10.Rep05: gamma=1.00, lambda=0.50
## - Fold10.Rep05: gamma=1.00, lambda=0.50
## + Fold10.Rep05: gamma=0.25, lambda=0.75
## - Fold10.Rep05: gamma=0.25, lambda=0.75
## + Fold10.Rep05: gamma=0.50, lambda=0.75
## - Fold10.Rep05: gamma=0.50, lambda=0.75
## + Fold10.Rep05: gamma=0.75, lambda=0.75
## - Fold10.Rep05: gamma=0.75, lambda=0.75
## + Fold10.Rep05: gamma=1.00, lambda=0.75
## - Fold10.Rep05: gamma=1.00, lambda=0.75
## + Fold10.Rep05: gamma=0.25, lambda=1.00
## - Fold10.Rep05: gamma=0.25, lambda=1.00
## + Fold10.Rep05: gamma=0.50, lambda=1.00
## - Fold10.Rep05: gamma=0.50, lambda=1.00
## + Fold10.Rep05: gamma=0.75, lambda=1.00
## - Fold10.Rep05: gamma=0.75, lambda=1.00
## + Fold10.Rep05: gamma=1.00, lambda=1.00
## - Fold10.Rep05: gamma=1.00, lambda=1.00
## + Fold01.Rep06: gamma=0.25, lambda=0.00
## - Fold01.Rep06: gamma=0.25, lambda=0.00
## + Fold01.Rep06: gamma=0.50, lambda=0.00
## - Fold01.Rep06: gamma=0.50, lambda=0.00
## + Fold01.Rep06: gamma=0.75, lambda=0.00
## - Fold01.Rep06: gamma=0.75, lambda=0.00
## + Fold01.Rep06: gamma=1.00, lambda=0.00
## - Fold01.Rep06: gamma=1.00, lambda=0.00
## + Fold01.Rep06: gamma=0.25, lambda=0.25
## - Fold01.Rep06: gamma=0.25, lambda=0.25
## + Fold01.Rep06: gamma=0.50, lambda=0.25
## - Fold01.Rep06: gamma=0.50, lambda=0.25
## + Fold01.Rep06: gamma=0.75, lambda=0.25
## - Fold01.Rep06: gamma=0.75, lambda=0.25
## + Fold01.Rep06: gamma=1.00, lambda=0.25
## - Fold01.Rep06: gamma=1.00, lambda=0.25
## + Fold01.Rep06: gamma=0.25, lambda=0.50
## - Fold01.Rep06: gamma=0.25, lambda=0.50
## + Fold01.Rep06: gamma=0.50, lambda=0.50
## - Fold01.Rep06: gamma=0.50, lambda=0.50
## + Fold01.Rep06: gamma=0.75, lambda=0.50
## - Fold01.Rep06: gamma=0.75, lambda=0.50
## + Fold01.Rep06: gamma=1.00, lambda=0.50
## - Fold01.Rep06: gamma=1.00, lambda=0.50
## + Fold01.Rep06: gamma=0.25, lambda=0.75
## - Fold01.Rep06: gamma=0.25, lambda=0.75
## + Fold01.Rep06: gamma=0.50, lambda=0.75
## - Fold01.Rep06: gamma=0.50, lambda=0.75
## + Fold01.Rep06: gamma=0.75, lambda=0.75
## - Fold01.Rep06: gamma=0.75, lambda=0.75
## + Fold01.Rep06: gamma=1.00, lambda=0.75
## - Fold01.Rep06: gamma=1.00, lambda=0.75
## + Fold01.Rep06: gamma=0.25, lambda=1.00
## - Fold01.Rep06: gamma=0.25, lambda=1.00
## + Fold01.Rep06: gamma=0.50, lambda=1.00
## - Fold01.Rep06: gamma=0.50, lambda=1.00
## + Fold01.Rep06: gamma=0.75, lambda=1.00
## - Fold01.Rep06: gamma=0.75, lambda=1.00
## + Fold01.Rep06: gamma=1.00, lambda=1.00
## - Fold01.Rep06: gamma=1.00, lambda=1.00
## + Fold02.Rep06: gamma=0.25, lambda=0.00
## - Fold02.Rep06: gamma=0.25, lambda=0.00
## + Fold02.Rep06: gamma=0.50, lambda=0.00
## - Fold02.Rep06: gamma=0.50, lambda=0.00
## + Fold02.Rep06: gamma=0.75, lambda=0.00
## - Fold02.Rep06: gamma=0.75, lambda=0.00
## + Fold02.Rep06: gamma=1.00, lambda=0.00
## - Fold02.Rep06: gamma=1.00, lambda=0.00
## + Fold02.Rep06: gamma=0.25, lambda=0.25
## - Fold02.Rep06: gamma=0.25, lambda=0.25
## + Fold02.Rep06: gamma=0.50, lambda=0.25
## - Fold02.Rep06: gamma=0.50, lambda=0.25
## + Fold02.Rep06: gamma=0.75, lambda=0.25
## - Fold02.Rep06: gamma=0.75, lambda=0.25
## + Fold02.Rep06: gamma=1.00, lambda=0.25
## - Fold02.Rep06: gamma=1.00, lambda=0.25
## + Fold02.Rep06: gamma=0.25, lambda=0.50
## - Fold02.Rep06: gamma=0.25, lambda=0.50
## + Fold02.Rep06: gamma=0.50, lambda=0.50
## - Fold02.Rep06: gamma=0.50, lambda=0.50
## + Fold02.Rep06: gamma=0.75, lambda=0.50
## - Fold02.Rep06: gamma=0.75, lambda=0.50
## + Fold02.Rep06: gamma=1.00, lambda=0.50
## - Fold02.Rep06: gamma=1.00, lambda=0.50
## + Fold02.Rep06: gamma=0.25, lambda=0.75
## - Fold02.Rep06: gamma=0.25, lambda=0.75
## + Fold02.Rep06: gamma=0.50, lambda=0.75
## - Fold02.Rep06: gamma=0.50, lambda=0.75
## + Fold02.Rep06: gamma=0.75, lambda=0.75
## - Fold02.Rep06: gamma=0.75, lambda=0.75
## + Fold02.Rep06: gamma=1.00, lambda=0.75
## - Fold02.Rep06: gamma=1.00, lambda=0.75
## + Fold02.Rep06: gamma=0.25, lambda=1.00
## - Fold02.Rep06: gamma=0.25, lambda=1.00
## + Fold02.Rep06: gamma=0.50, lambda=1.00
## - Fold02.Rep06: gamma=0.50, lambda=1.00
## + Fold02.Rep06: gamma=0.75, lambda=1.00
## - Fold02.Rep06: gamma=0.75, lambda=1.00
## + Fold02.Rep06: gamma=1.00, lambda=1.00
## - Fold02.Rep06: gamma=1.00, lambda=1.00
## + Fold03.Rep06: gamma=0.25, lambda=0.00
## - Fold03.Rep06: gamma=0.25, lambda=0.00
## + Fold03.Rep06: gamma=0.50, lambda=0.00
## - Fold03.Rep06: gamma=0.50, lambda=0.00
## + Fold03.Rep06: gamma=0.75, lambda=0.00
## - Fold03.Rep06: gamma=0.75, lambda=0.00
## + Fold03.Rep06: gamma=1.00, lambda=0.00
## - Fold03.Rep06: gamma=1.00, lambda=0.00
## + Fold03.Rep06: gamma=0.25, lambda=0.25
## - Fold03.Rep06: gamma=0.25, lambda=0.25
## + Fold03.Rep06: gamma=0.50, lambda=0.25
## - Fold03.Rep06: gamma=0.50, lambda=0.25
## + Fold03.Rep06: gamma=0.75, lambda=0.25
## - Fold03.Rep06: gamma=0.75, lambda=0.25
## + Fold03.Rep06: gamma=1.00, lambda=0.25
## - Fold03.Rep06: gamma=1.00, lambda=0.25
## + Fold03.Rep06: gamma=0.25, lambda=0.50
## - Fold03.Rep06: gamma=0.25, lambda=0.50
## + Fold03.Rep06: gamma=0.50, lambda=0.50
## - Fold03.Rep06: gamma=0.50, lambda=0.50
## + Fold03.Rep06: gamma=0.75, lambda=0.50
## - Fold03.Rep06: gamma=0.75, lambda=0.50
## + Fold03.Rep06: gamma=1.00, lambda=0.50
## - Fold03.Rep06: gamma=1.00, lambda=0.50
## + Fold03.Rep06: gamma=0.25, lambda=0.75
## - Fold03.Rep06: gamma=0.25, lambda=0.75
## + Fold03.Rep06: gamma=0.50, lambda=0.75
## - Fold03.Rep06: gamma=0.50, lambda=0.75
## + Fold03.Rep06: gamma=0.75, lambda=0.75
## - Fold03.Rep06: gamma=0.75, lambda=0.75
## + Fold03.Rep06: gamma=1.00, lambda=0.75
## - Fold03.Rep06: gamma=1.00, lambda=0.75
## + Fold03.Rep06: gamma=0.25, lambda=1.00
## - Fold03.Rep06: gamma=0.25, lambda=1.00
## + Fold03.Rep06: gamma=0.50, lambda=1.00
## - Fold03.Rep06: gamma=0.50, lambda=1.00
## + Fold03.Rep06: gamma=0.75, lambda=1.00
## - Fold03.Rep06: gamma=0.75, lambda=1.00
## + Fold03.Rep06: gamma=1.00, lambda=1.00
## - Fold03.Rep06: gamma=1.00, lambda=1.00
## + Fold04.Rep06: gamma=0.25, lambda=0.00
## - Fold04.Rep06: gamma=0.25, lambda=0.00
## + Fold04.Rep06: gamma=0.50, lambda=0.00
## - Fold04.Rep06: gamma=0.50, lambda=0.00
## + Fold04.Rep06: gamma=0.75, lambda=0.00
## - Fold04.Rep06: gamma=0.75, lambda=0.00
## + Fold04.Rep06: gamma=1.00, lambda=0.00
## - Fold04.Rep06: gamma=1.00, lambda=0.00
## + Fold04.Rep06: gamma=0.25, lambda=0.25
## - Fold04.Rep06: gamma=0.25, lambda=0.25
## + Fold04.Rep06: gamma=0.50, lambda=0.25
## - Fold04.Rep06: gamma=0.50, lambda=0.25
## + Fold04.Rep06: gamma=0.75, lambda=0.25
## - Fold04.Rep06: gamma=0.75, lambda=0.25
## + Fold04.Rep06: gamma=1.00, lambda=0.25
## - Fold04.Rep06: gamma=1.00, lambda=0.25
## + Fold04.Rep06: gamma=0.25, lambda=0.50
## - Fold04.Rep06: gamma=0.25, lambda=0.50
## + Fold04.Rep06: gamma=0.50, lambda=0.50
## - Fold04.Rep06: gamma=0.50, lambda=0.50
## + Fold04.Rep06: gamma=0.75, lambda=0.50
## - Fold04.Rep06: gamma=0.75, lambda=0.50
## + Fold04.Rep06: gamma=1.00, lambda=0.50
## - Fold04.Rep06: gamma=1.00, lambda=0.50
## + Fold04.Rep06: gamma=0.25, lambda=0.75
## - Fold04.Rep06: gamma=0.25, lambda=0.75
## + Fold04.Rep06: gamma=0.50, lambda=0.75
## - Fold04.Rep06: gamma=0.50, lambda=0.75
## + Fold04.Rep06: gamma=0.75, lambda=0.75
## - Fold04.Rep06: gamma=0.75, lambda=0.75
## + Fold04.Rep06: gamma=1.00, lambda=0.75
## - Fold04.Rep06: gamma=1.00, lambda=0.75
## + Fold04.Rep06: gamma=0.25, lambda=1.00
## - Fold04.Rep06: gamma=0.25, lambda=1.00
## + Fold04.Rep06: gamma=0.50, lambda=1.00
## - Fold04.Rep06: gamma=0.50, lambda=1.00
## + Fold04.Rep06: gamma=0.75, lambda=1.00
## - Fold04.Rep06: gamma=0.75, lambda=1.00
## + Fold04.Rep06: gamma=1.00, lambda=1.00
## - Fold04.Rep06: gamma=1.00, lambda=1.00
## + Fold05.Rep06: gamma=0.25, lambda=0.00
## - Fold05.Rep06: gamma=0.25, lambda=0.00
## + Fold05.Rep06: gamma=0.50, lambda=0.00
## - Fold05.Rep06: gamma=0.50, lambda=0.00
## + Fold05.Rep06: gamma=0.75, lambda=0.00
## - Fold05.Rep06: gamma=0.75, lambda=0.00
## + Fold05.Rep06: gamma=1.00, lambda=0.00
## - Fold05.Rep06: gamma=1.00, lambda=0.00
## + Fold05.Rep06: gamma=0.25, lambda=0.25
## - Fold05.Rep06: gamma=0.25, lambda=0.25
## + Fold05.Rep06: gamma=0.50, lambda=0.25
## - Fold05.Rep06: gamma=0.50, lambda=0.25
## + Fold05.Rep06: gamma=0.75, lambda=0.25
## - Fold05.Rep06: gamma=0.75, lambda=0.25
## + Fold05.Rep06: gamma=1.00, lambda=0.25
## - Fold05.Rep06: gamma=1.00, lambda=0.25
## + Fold05.Rep06: gamma=0.25, lambda=0.50
## - Fold05.Rep06: gamma=0.25, lambda=0.50
## + Fold05.Rep06: gamma=0.50, lambda=0.50
## - Fold05.Rep06: gamma=0.50, lambda=0.50
## + Fold05.Rep06: gamma=0.75, lambda=0.50
## - Fold05.Rep06: gamma=0.75, lambda=0.50
## + Fold05.Rep06: gamma=1.00, lambda=0.50
## - Fold05.Rep06: gamma=1.00, lambda=0.50
## + Fold05.Rep06: gamma=0.25, lambda=0.75
## - Fold05.Rep06: gamma=0.25, lambda=0.75
## + Fold05.Rep06: gamma=0.50, lambda=0.75
## - Fold05.Rep06: gamma=0.50, lambda=0.75
## + Fold05.Rep06: gamma=0.75, lambda=0.75
## - Fold05.Rep06: gamma=0.75, lambda=0.75
## + Fold05.Rep06: gamma=1.00, lambda=0.75
## - Fold05.Rep06: gamma=1.00, lambda=0.75
## + Fold05.Rep06: gamma=0.25, lambda=1.00
## - Fold05.Rep06: gamma=0.25, lambda=1.00
## + Fold05.Rep06: gamma=0.50, lambda=1.00
## - Fold05.Rep06: gamma=0.50, lambda=1.00
## + Fold05.Rep06: gamma=0.75, lambda=1.00
## - Fold05.Rep06: gamma=0.75, lambda=1.00
## + Fold05.Rep06: gamma=1.00, lambda=1.00
## - Fold05.Rep06: gamma=1.00, lambda=1.00
## + Fold06.Rep06: gamma=0.25, lambda=0.00
## - Fold06.Rep06: gamma=0.25, lambda=0.00
## + Fold06.Rep06: gamma=0.50, lambda=0.00
## - Fold06.Rep06: gamma=0.50, lambda=0.00
## + Fold06.Rep06: gamma=0.75, lambda=0.00
## - Fold06.Rep06: gamma=0.75, lambda=0.00
## + Fold06.Rep06: gamma=1.00, lambda=0.00
## - Fold06.Rep06: gamma=1.00, lambda=0.00
## + Fold06.Rep06: gamma=0.25, lambda=0.25
## - Fold06.Rep06: gamma=0.25, lambda=0.25
## + Fold06.Rep06: gamma=0.50, lambda=0.25
## - Fold06.Rep06: gamma=0.50, lambda=0.25
## + Fold06.Rep06: gamma=0.75, lambda=0.25
## - Fold06.Rep06: gamma=0.75, lambda=0.25
## + Fold06.Rep06: gamma=1.00, lambda=0.25
## - Fold06.Rep06: gamma=1.00, lambda=0.25
## + Fold06.Rep06: gamma=0.25, lambda=0.50
## - Fold06.Rep06: gamma=0.25, lambda=0.50
## + Fold06.Rep06: gamma=0.50, lambda=0.50
## - Fold06.Rep06: gamma=0.50, lambda=0.50
## + Fold06.Rep06: gamma=0.75, lambda=0.50
## - Fold06.Rep06: gamma=0.75, lambda=0.50
## + Fold06.Rep06: gamma=1.00, lambda=0.50
## - Fold06.Rep06: gamma=1.00, lambda=0.50
## + Fold06.Rep06: gamma=0.25, lambda=0.75
## - Fold06.Rep06: gamma=0.25, lambda=0.75
## + Fold06.Rep06: gamma=0.50, lambda=0.75
## - Fold06.Rep06: gamma=0.50, lambda=0.75
## + Fold06.Rep06: gamma=0.75, lambda=0.75
## - Fold06.Rep06: gamma=0.75, lambda=0.75
## + Fold06.Rep06: gamma=1.00, lambda=0.75
## - Fold06.Rep06: gamma=1.00, lambda=0.75
## + Fold06.Rep06: gamma=0.25, lambda=1.00
## - Fold06.Rep06: gamma=0.25, lambda=1.00
## + Fold06.Rep06: gamma=0.50, lambda=1.00
## - Fold06.Rep06: gamma=0.50, lambda=1.00
## + Fold06.Rep06: gamma=0.75, lambda=1.00
## - Fold06.Rep06: gamma=0.75, lambda=1.00
## + Fold06.Rep06: gamma=1.00, lambda=1.00
## - Fold06.Rep06: gamma=1.00, lambda=1.00
## + Fold07.Rep06: gamma=0.25, lambda=0.00
## - Fold07.Rep06: gamma=0.25, lambda=0.00
## + Fold07.Rep06: gamma=0.50, lambda=0.00
## - Fold07.Rep06: gamma=0.50, lambda=0.00
## + Fold07.Rep06: gamma=0.75, lambda=0.00
## - Fold07.Rep06: gamma=0.75, lambda=0.00
## + Fold07.Rep06: gamma=1.00, lambda=0.00
## - Fold07.Rep06: gamma=1.00, lambda=0.00
## + Fold07.Rep06: gamma=0.25, lambda=0.25
## - Fold07.Rep06: gamma=0.25, lambda=0.25
## + Fold07.Rep06: gamma=0.50, lambda=0.25
## - Fold07.Rep06: gamma=0.50, lambda=0.25
## + Fold07.Rep06: gamma=0.75, lambda=0.25
## - Fold07.Rep06: gamma=0.75, lambda=0.25
## + Fold07.Rep06: gamma=1.00, lambda=0.25
## - Fold07.Rep06: gamma=1.00, lambda=0.25
## + Fold07.Rep06: gamma=0.25, lambda=0.50
## - Fold07.Rep06: gamma=0.25, lambda=0.50
## + Fold07.Rep06: gamma=0.50, lambda=0.50
## - Fold07.Rep06: gamma=0.50, lambda=0.50
## + Fold07.Rep06: gamma=0.75, lambda=0.50
## - Fold07.Rep06: gamma=0.75, lambda=0.50
## + Fold07.Rep06: gamma=1.00, lambda=0.50
## - Fold07.Rep06: gamma=1.00, lambda=0.50
## + Fold07.Rep06: gamma=0.25, lambda=0.75
## - Fold07.Rep06: gamma=0.25, lambda=0.75
## + Fold07.Rep06: gamma=0.50, lambda=0.75
## - Fold07.Rep06: gamma=0.50, lambda=0.75
## + Fold07.Rep06: gamma=0.75, lambda=0.75
## - Fold07.Rep06: gamma=0.75, lambda=0.75
## + Fold07.Rep06: gamma=1.00, lambda=0.75
## - Fold07.Rep06: gamma=1.00, lambda=0.75
## + Fold07.Rep06: gamma=0.25, lambda=1.00
## - Fold07.Rep06: gamma=0.25, lambda=1.00
## + Fold07.Rep06: gamma=0.50, lambda=1.00
## - Fold07.Rep06: gamma=0.50, lambda=1.00
## + Fold07.Rep06: gamma=0.75, lambda=1.00
## - Fold07.Rep06: gamma=0.75, lambda=1.00
## + Fold07.Rep06: gamma=1.00, lambda=1.00
## - Fold07.Rep06: gamma=1.00, lambda=1.00
## + Fold08.Rep06: gamma=0.25, lambda=0.00
## - Fold08.Rep06: gamma=0.25, lambda=0.00
## + Fold08.Rep06: gamma=0.50, lambda=0.00
## - Fold08.Rep06: gamma=0.50, lambda=0.00
## + Fold08.Rep06: gamma=0.75, lambda=0.00
## - Fold08.Rep06: gamma=0.75, lambda=0.00
## + Fold08.Rep06: gamma=1.00, lambda=0.00
## - Fold08.Rep06: gamma=1.00, lambda=0.00
## + Fold08.Rep06: gamma=0.25, lambda=0.25
## - Fold08.Rep06: gamma=0.25, lambda=0.25
## + Fold08.Rep06: gamma=0.50, lambda=0.25
## - Fold08.Rep06: gamma=0.50, lambda=0.25
## + Fold08.Rep06: gamma=0.75, lambda=0.25
## - Fold08.Rep06: gamma=0.75, lambda=0.25
## + Fold08.Rep06: gamma=1.00, lambda=0.25
## - Fold08.Rep06: gamma=1.00, lambda=0.25
## + Fold08.Rep06: gamma=0.25, lambda=0.50
## - Fold08.Rep06: gamma=0.25, lambda=0.50
## + Fold08.Rep06: gamma=0.50, lambda=0.50
## - Fold08.Rep06: gamma=0.50, lambda=0.50
## + Fold08.Rep06: gamma=0.75, lambda=0.50
## - Fold08.Rep06: gamma=0.75, lambda=0.50
## + Fold08.Rep06: gamma=1.00, lambda=0.50
## - Fold08.Rep06: gamma=1.00, lambda=0.50
## + Fold08.Rep06: gamma=0.25, lambda=0.75
## - Fold08.Rep06: gamma=0.25, lambda=0.75
## + Fold08.Rep06: gamma=0.50, lambda=0.75
## - Fold08.Rep06: gamma=0.50, lambda=0.75
## + Fold08.Rep06: gamma=0.75, lambda=0.75
## - Fold08.Rep06: gamma=0.75, lambda=0.75
## + Fold08.Rep06: gamma=1.00, lambda=0.75
## - Fold08.Rep06: gamma=1.00, lambda=0.75
## + Fold08.Rep06: gamma=0.25, lambda=1.00
## - Fold08.Rep06: gamma=0.25, lambda=1.00
## + Fold08.Rep06: gamma=0.50, lambda=1.00
## - Fold08.Rep06: gamma=0.50, lambda=1.00
## + Fold08.Rep06: gamma=0.75, lambda=1.00
## - Fold08.Rep06: gamma=0.75, lambda=1.00
## + Fold08.Rep06: gamma=1.00, lambda=1.00
## - Fold08.Rep06: gamma=1.00, lambda=1.00
## + Fold09.Rep06: gamma=0.25, lambda=0.00
## - Fold09.Rep06: gamma=0.25, lambda=0.00
## + Fold09.Rep06: gamma=0.50, lambda=0.00
## - Fold09.Rep06: gamma=0.50, lambda=0.00
## + Fold09.Rep06: gamma=0.75, lambda=0.00
## - Fold09.Rep06: gamma=0.75, lambda=0.00
## + Fold09.Rep06: gamma=1.00, lambda=0.00
## - Fold09.Rep06: gamma=1.00, lambda=0.00
## + Fold09.Rep06: gamma=0.25, lambda=0.25
## - Fold09.Rep06: gamma=0.25, lambda=0.25
## + Fold09.Rep06: gamma=0.50, lambda=0.25
## - Fold09.Rep06: gamma=0.50, lambda=0.25
## + Fold09.Rep06: gamma=0.75, lambda=0.25
## - Fold09.Rep06: gamma=0.75, lambda=0.25
## + Fold09.Rep06: gamma=1.00, lambda=0.25
## - Fold09.Rep06: gamma=1.00, lambda=0.25
## + Fold09.Rep06: gamma=0.25, lambda=0.50
## - Fold09.Rep06: gamma=0.25, lambda=0.50
## + Fold09.Rep06: gamma=0.50, lambda=0.50
## - Fold09.Rep06: gamma=0.50, lambda=0.50
## + Fold09.Rep06: gamma=0.75, lambda=0.50
## - Fold09.Rep06: gamma=0.75, lambda=0.50
## + Fold09.Rep06: gamma=1.00, lambda=0.50
## - Fold09.Rep06: gamma=1.00, lambda=0.50
## + Fold09.Rep06: gamma=0.25, lambda=0.75
## - Fold09.Rep06: gamma=0.25, lambda=0.75
## + Fold09.Rep06: gamma=0.50, lambda=0.75
## - Fold09.Rep06: gamma=0.50, lambda=0.75
## + Fold09.Rep06: gamma=0.75, lambda=0.75
## - Fold09.Rep06: gamma=0.75, lambda=0.75
## + Fold09.Rep06: gamma=1.00, lambda=0.75
## - Fold09.Rep06: gamma=1.00, lambda=0.75
## + Fold09.Rep06: gamma=0.25, lambda=1.00
## - Fold09.Rep06: gamma=0.25, lambda=1.00
## + Fold09.Rep06: gamma=0.50, lambda=1.00
## - Fold09.Rep06: gamma=0.50, lambda=1.00
## + Fold09.Rep06: gamma=0.75, lambda=1.00
## - Fold09.Rep06: gamma=0.75, lambda=1.00
## + Fold09.Rep06: gamma=1.00, lambda=1.00
## - Fold09.Rep06: gamma=1.00, lambda=1.00
## + Fold10.Rep06: gamma=0.25, lambda=0.00
## - Fold10.Rep06: gamma=0.25, lambda=0.00
## + Fold10.Rep06: gamma=0.50, lambda=0.00
## - Fold10.Rep06: gamma=0.50, lambda=0.00
## + Fold10.Rep06: gamma=0.75, lambda=0.00
## - Fold10.Rep06: gamma=0.75, lambda=0.00
## + Fold10.Rep06: gamma=1.00, lambda=0.00
## - Fold10.Rep06: gamma=1.00, lambda=0.00
## + Fold10.Rep06: gamma=0.25, lambda=0.25
## - Fold10.Rep06: gamma=0.25, lambda=0.25
## + Fold10.Rep06: gamma=0.50, lambda=0.25
## - Fold10.Rep06: gamma=0.50, lambda=0.25
## + Fold10.Rep06: gamma=0.75, lambda=0.25
## - Fold10.Rep06: gamma=0.75, lambda=0.25
## + Fold10.Rep06: gamma=1.00, lambda=0.25
## - Fold10.Rep06: gamma=1.00, lambda=0.25
## + Fold10.Rep06: gamma=0.25, lambda=0.50
## - Fold10.Rep06: gamma=0.25, lambda=0.50
## + Fold10.Rep06: gamma=0.50, lambda=0.50
## - Fold10.Rep06: gamma=0.50, lambda=0.50
## + Fold10.Rep06: gamma=0.75, lambda=0.50
## - Fold10.Rep06: gamma=0.75, lambda=0.50
## + Fold10.Rep06: gamma=1.00, lambda=0.50
## - Fold10.Rep06: gamma=1.00, lambda=0.50
## + Fold10.Rep06: gamma=0.25, lambda=0.75
## - Fold10.Rep06: gamma=0.25, lambda=0.75
## + Fold10.Rep06: gamma=0.50, lambda=0.75
## - Fold10.Rep06: gamma=0.50, lambda=0.75
## + Fold10.Rep06: gamma=0.75, lambda=0.75
## - Fold10.Rep06: gamma=0.75, lambda=0.75
## + Fold10.Rep06: gamma=1.00, lambda=0.75
## - Fold10.Rep06: gamma=1.00, lambda=0.75
## + Fold10.Rep06: gamma=0.25, lambda=1.00
## - Fold10.Rep06: gamma=0.25, lambda=1.00
## + Fold10.Rep06: gamma=0.50, lambda=1.00
## - Fold10.Rep06: gamma=0.50, lambda=1.00
## + Fold10.Rep06: gamma=0.75, lambda=1.00
## - Fold10.Rep06: gamma=0.75, lambda=1.00
## + Fold10.Rep06: gamma=1.00, lambda=1.00
## - Fold10.Rep06: gamma=1.00, lambda=1.00
## + Fold01.Rep07: gamma=0.25, lambda=0.00
## - Fold01.Rep07: gamma=0.25, lambda=0.00
## + Fold01.Rep07: gamma=0.50, lambda=0.00
## - Fold01.Rep07: gamma=0.50, lambda=0.00
## + Fold01.Rep07: gamma=0.75, lambda=0.00
## - Fold01.Rep07: gamma=0.75, lambda=0.00
## + Fold01.Rep07: gamma=1.00, lambda=0.00
## - Fold01.Rep07: gamma=1.00, lambda=0.00
## + Fold01.Rep07: gamma=0.25, lambda=0.25
## - Fold01.Rep07: gamma=0.25, lambda=0.25
## + Fold01.Rep07: gamma=0.50, lambda=0.25
## - Fold01.Rep07: gamma=0.50, lambda=0.25
## + Fold01.Rep07: gamma=0.75, lambda=0.25
## - Fold01.Rep07: gamma=0.75, lambda=0.25
## + Fold01.Rep07: gamma=1.00, lambda=0.25
## - Fold01.Rep07: gamma=1.00, lambda=0.25
## + Fold01.Rep07: gamma=0.25, lambda=0.50
## - Fold01.Rep07: gamma=0.25, lambda=0.50
## + Fold01.Rep07: gamma=0.50, lambda=0.50
## - Fold01.Rep07: gamma=0.50, lambda=0.50
## + Fold01.Rep07: gamma=0.75, lambda=0.50
## - Fold01.Rep07: gamma=0.75, lambda=0.50
## + Fold01.Rep07: gamma=1.00, lambda=0.50
## - Fold01.Rep07: gamma=1.00, lambda=0.50
## + Fold01.Rep07: gamma=0.25, lambda=0.75
## - Fold01.Rep07: gamma=0.25, lambda=0.75
## + Fold01.Rep07: gamma=0.50, lambda=0.75
## - Fold01.Rep07: gamma=0.50, lambda=0.75
## + Fold01.Rep07: gamma=0.75, lambda=0.75
## - Fold01.Rep07: gamma=0.75, lambda=0.75
## + Fold01.Rep07: gamma=1.00, lambda=0.75
## - Fold01.Rep07: gamma=1.00, lambda=0.75
## + Fold01.Rep07: gamma=0.25, lambda=1.00
## - Fold01.Rep07: gamma=0.25, lambda=1.00
## + Fold01.Rep07: gamma=0.50, lambda=1.00
## - Fold01.Rep07: gamma=0.50, lambda=1.00
## + Fold01.Rep07: gamma=0.75, lambda=1.00
## - Fold01.Rep07: gamma=0.75, lambda=1.00
## + Fold01.Rep07: gamma=1.00, lambda=1.00
## - Fold01.Rep07: gamma=1.00, lambda=1.00
## + Fold02.Rep07: gamma=0.25, lambda=0.00
## - Fold02.Rep07: gamma=0.25, lambda=0.00
## + Fold02.Rep07: gamma=0.50, lambda=0.00
## - Fold02.Rep07: gamma=0.50, lambda=0.00
## + Fold02.Rep07: gamma=0.75, lambda=0.00
## - Fold02.Rep07: gamma=0.75, lambda=0.00
## + Fold02.Rep07: gamma=1.00, lambda=0.00
## - Fold02.Rep07: gamma=1.00, lambda=0.00
## + Fold02.Rep07: gamma=0.25, lambda=0.25
## - Fold02.Rep07: gamma=0.25, lambda=0.25
## + Fold02.Rep07: gamma=0.50, lambda=0.25
## - Fold02.Rep07: gamma=0.50, lambda=0.25
## + Fold02.Rep07: gamma=0.75, lambda=0.25
## - Fold02.Rep07: gamma=0.75, lambda=0.25
## + Fold02.Rep07: gamma=1.00, lambda=0.25
## - Fold02.Rep07: gamma=1.00, lambda=0.25
## + Fold02.Rep07: gamma=0.25, lambda=0.50
## - Fold02.Rep07: gamma=0.25, lambda=0.50
## + Fold02.Rep07: gamma=0.50, lambda=0.50
## - Fold02.Rep07: gamma=0.50, lambda=0.50
## + Fold02.Rep07: gamma=0.75, lambda=0.50
## - Fold02.Rep07: gamma=0.75, lambda=0.50
## + Fold02.Rep07: gamma=1.00, lambda=0.50
## - Fold02.Rep07: gamma=1.00, lambda=0.50
## + Fold02.Rep07: gamma=0.25, lambda=0.75
## - Fold02.Rep07: gamma=0.25, lambda=0.75
## + Fold02.Rep07: gamma=0.50, lambda=0.75
## - Fold02.Rep07: gamma=0.50, lambda=0.75
## + Fold02.Rep07: gamma=0.75, lambda=0.75
## - Fold02.Rep07: gamma=0.75, lambda=0.75
## + Fold02.Rep07: gamma=1.00, lambda=0.75
## - Fold02.Rep07: gamma=1.00, lambda=0.75
## + Fold02.Rep07: gamma=0.25, lambda=1.00
## - Fold02.Rep07: gamma=0.25, lambda=1.00
## + Fold02.Rep07: gamma=0.50, lambda=1.00
## - Fold02.Rep07: gamma=0.50, lambda=1.00
## + Fold02.Rep07: gamma=0.75, lambda=1.00
## - Fold02.Rep07: gamma=0.75, lambda=1.00
## + Fold02.Rep07: gamma=1.00, lambda=1.00
## - Fold02.Rep07: gamma=1.00, lambda=1.00
## + Fold03.Rep07: gamma=0.25, lambda=0.00
## - Fold03.Rep07: gamma=0.25, lambda=0.00
## + Fold03.Rep07: gamma=0.50, lambda=0.00
## - Fold03.Rep07: gamma=0.50, lambda=0.00
## + Fold03.Rep07: gamma=0.75, lambda=0.00
## - Fold03.Rep07: gamma=0.75, lambda=0.00
## + Fold03.Rep07: gamma=1.00, lambda=0.00
## - Fold03.Rep07: gamma=1.00, lambda=0.00
## + Fold03.Rep07: gamma=0.25, lambda=0.25
## - Fold03.Rep07: gamma=0.25, lambda=0.25
## + Fold03.Rep07: gamma=0.50, lambda=0.25
## - Fold03.Rep07: gamma=0.50, lambda=0.25
## + Fold03.Rep07: gamma=0.75, lambda=0.25
## - Fold03.Rep07: gamma=0.75, lambda=0.25
## + Fold03.Rep07: gamma=1.00, lambda=0.25
## - Fold03.Rep07: gamma=1.00, lambda=0.25
## + Fold03.Rep07: gamma=0.25, lambda=0.50
## - Fold03.Rep07: gamma=0.25, lambda=0.50
## + Fold03.Rep07: gamma=0.50, lambda=0.50
## - Fold03.Rep07: gamma=0.50, lambda=0.50
## + Fold03.Rep07: gamma=0.75, lambda=0.50
## - Fold03.Rep07: gamma=0.75, lambda=0.50
## + Fold03.Rep07: gamma=1.00, lambda=0.50
## - Fold03.Rep07: gamma=1.00, lambda=0.50
## + Fold03.Rep07: gamma=0.25, lambda=0.75
## - Fold03.Rep07: gamma=0.25, lambda=0.75
## + Fold03.Rep07: gamma=0.50, lambda=0.75
## - Fold03.Rep07: gamma=0.50, lambda=0.75
## + Fold03.Rep07: gamma=0.75, lambda=0.75
## - Fold03.Rep07: gamma=0.75, lambda=0.75
## + Fold03.Rep07: gamma=1.00, lambda=0.75
## - Fold03.Rep07: gamma=1.00, lambda=0.75
## + Fold03.Rep07: gamma=0.25, lambda=1.00
## - Fold03.Rep07: gamma=0.25, lambda=1.00
## + Fold03.Rep07: gamma=0.50, lambda=1.00
## - Fold03.Rep07: gamma=0.50, lambda=1.00
## + Fold03.Rep07: gamma=0.75, lambda=1.00
## - Fold03.Rep07: gamma=0.75, lambda=1.00
## + Fold03.Rep07: gamma=1.00, lambda=1.00
## - Fold03.Rep07: gamma=1.00, lambda=1.00
## + Fold04.Rep07: gamma=0.25, lambda=0.00
## - Fold04.Rep07: gamma=0.25, lambda=0.00
## + Fold04.Rep07: gamma=0.50, lambda=0.00
## - Fold04.Rep07: gamma=0.50, lambda=0.00
## + Fold04.Rep07: gamma=0.75, lambda=0.00
## - Fold04.Rep07: gamma=0.75, lambda=0.00
## + Fold04.Rep07: gamma=1.00, lambda=0.00
## - Fold04.Rep07: gamma=1.00, lambda=0.00
## + Fold04.Rep07: gamma=0.25, lambda=0.25
## - Fold04.Rep07: gamma=0.25, lambda=0.25
## + Fold04.Rep07: gamma=0.50, lambda=0.25
## - Fold04.Rep07: gamma=0.50, lambda=0.25
## + Fold04.Rep07: gamma=0.75, lambda=0.25
## - Fold04.Rep07: gamma=0.75, lambda=0.25
## + Fold04.Rep07: gamma=1.00, lambda=0.25
## - Fold04.Rep07: gamma=1.00, lambda=0.25
## + Fold04.Rep07: gamma=0.25, lambda=0.50
## - Fold04.Rep07: gamma=0.25, lambda=0.50
## + Fold04.Rep07: gamma=0.50, lambda=0.50
## - Fold04.Rep07: gamma=0.50, lambda=0.50
## + Fold04.Rep07: gamma=0.75, lambda=0.50
## - Fold04.Rep07: gamma=0.75, lambda=0.50
## + Fold04.Rep07: gamma=1.00, lambda=0.50
## - Fold04.Rep07: gamma=1.00, lambda=0.50
## + Fold04.Rep07: gamma=0.25, lambda=0.75
## - Fold04.Rep07: gamma=0.25, lambda=0.75
## + Fold04.Rep07: gamma=0.50, lambda=0.75
## - Fold04.Rep07: gamma=0.50, lambda=0.75
## + Fold04.Rep07: gamma=0.75, lambda=0.75
## - Fold04.Rep07: gamma=0.75, lambda=0.75
## + Fold04.Rep07: gamma=1.00, lambda=0.75
## - Fold04.Rep07: gamma=1.00, lambda=0.75
## + Fold04.Rep07: gamma=0.25, lambda=1.00
## - Fold04.Rep07: gamma=0.25, lambda=1.00
## + Fold04.Rep07: gamma=0.50, lambda=1.00
## - Fold04.Rep07: gamma=0.50, lambda=1.00
## + Fold04.Rep07: gamma=0.75, lambda=1.00
## - Fold04.Rep07: gamma=0.75, lambda=1.00
## + Fold04.Rep07: gamma=1.00, lambda=1.00
## - Fold04.Rep07: gamma=1.00, lambda=1.00
## + Fold05.Rep07: gamma=0.25, lambda=0.00
## - Fold05.Rep07: gamma=0.25, lambda=0.00
## + Fold05.Rep07: gamma=0.50, lambda=0.00
## - Fold05.Rep07: gamma=0.50, lambda=0.00
## + Fold05.Rep07: gamma=0.75, lambda=0.00
## - Fold05.Rep07: gamma=0.75, lambda=0.00
## + Fold05.Rep07: gamma=1.00, lambda=0.00
## - Fold05.Rep07: gamma=1.00, lambda=0.00
## + Fold05.Rep07: gamma=0.25, lambda=0.25
## - Fold05.Rep07: gamma=0.25, lambda=0.25
## + Fold05.Rep07: gamma=0.50, lambda=0.25
## - Fold05.Rep07: gamma=0.50, lambda=0.25
## + Fold05.Rep07: gamma=0.75, lambda=0.25
## - Fold05.Rep07: gamma=0.75, lambda=0.25
## + Fold05.Rep07: gamma=1.00, lambda=0.25
## - Fold05.Rep07: gamma=1.00, lambda=0.25
## + Fold05.Rep07: gamma=0.25, lambda=0.50
## - Fold05.Rep07: gamma=0.25, lambda=0.50
## + Fold05.Rep07: gamma=0.50, lambda=0.50
## - Fold05.Rep07: gamma=0.50, lambda=0.50
## + Fold05.Rep07: gamma=0.75, lambda=0.50
## - Fold05.Rep07: gamma=0.75, lambda=0.50
## + Fold05.Rep07: gamma=1.00, lambda=0.50
## - Fold05.Rep07: gamma=1.00, lambda=0.50
## + Fold05.Rep07: gamma=0.25, lambda=0.75
## - Fold05.Rep07: gamma=0.25, lambda=0.75
## + Fold05.Rep07: gamma=0.50, lambda=0.75
## - Fold05.Rep07: gamma=0.50, lambda=0.75
## + Fold05.Rep07: gamma=0.75, lambda=0.75
## - Fold05.Rep07: gamma=0.75, lambda=0.75
## + Fold05.Rep07: gamma=1.00, lambda=0.75
## - Fold05.Rep07: gamma=1.00, lambda=0.75
## + Fold05.Rep07: gamma=0.25, lambda=1.00
## - Fold05.Rep07: gamma=0.25, lambda=1.00
## + Fold05.Rep07: gamma=0.50, lambda=1.00
## - Fold05.Rep07: gamma=0.50, lambda=1.00
## + Fold05.Rep07: gamma=0.75, lambda=1.00
## - Fold05.Rep07: gamma=0.75, lambda=1.00
## + Fold05.Rep07: gamma=1.00, lambda=1.00
## - Fold05.Rep07: gamma=1.00, lambda=1.00
## + Fold06.Rep07: gamma=0.25, lambda=0.00
## - Fold06.Rep07: gamma=0.25, lambda=0.00
## + Fold06.Rep07: gamma=0.50, lambda=0.00
## - Fold06.Rep07: gamma=0.50, lambda=0.00
## + Fold06.Rep07: gamma=0.75, lambda=0.00
## - Fold06.Rep07: gamma=0.75, lambda=0.00
## + Fold06.Rep07: gamma=1.00, lambda=0.00
## - Fold06.Rep07: gamma=1.00, lambda=0.00
## + Fold06.Rep07: gamma=0.25, lambda=0.25
## - Fold06.Rep07: gamma=0.25, lambda=0.25
## + Fold06.Rep07: gamma=0.50, lambda=0.25
## - Fold06.Rep07: gamma=0.50, lambda=0.25
## + Fold06.Rep07: gamma=0.75, lambda=0.25
## - Fold06.Rep07: gamma=0.75, lambda=0.25
## + Fold06.Rep07: gamma=1.00, lambda=0.25
## - Fold06.Rep07: gamma=1.00, lambda=0.25
## + Fold06.Rep07: gamma=0.25, lambda=0.50
## - Fold06.Rep07: gamma=0.25, lambda=0.50
## + Fold06.Rep07: gamma=0.50, lambda=0.50
## - Fold06.Rep07: gamma=0.50, lambda=0.50
## + Fold06.Rep07: gamma=0.75, lambda=0.50
## - Fold06.Rep07: gamma=0.75, lambda=0.50
## + Fold06.Rep07: gamma=1.00, lambda=0.50
## - Fold06.Rep07: gamma=1.00, lambda=0.50
## + Fold06.Rep07: gamma=0.25, lambda=0.75
## - Fold06.Rep07: gamma=0.25, lambda=0.75
## + Fold06.Rep07: gamma=0.50, lambda=0.75
## - Fold06.Rep07: gamma=0.50, lambda=0.75
## + Fold06.Rep07: gamma=0.75, lambda=0.75
## - Fold06.Rep07: gamma=0.75, lambda=0.75
## + Fold06.Rep07: gamma=1.00, lambda=0.75
## - Fold06.Rep07: gamma=1.00, lambda=0.75
## + Fold06.Rep07: gamma=0.25, lambda=1.00
## - Fold06.Rep07: gamma=0.25, lambda=1.00
## + Fold06.Rep07: gamma=0.50, lambda=1.00
## - Fold06.Rep07: gamma=0.50, lambda=1.00
## + Fold06.Rep07: gamma=0.75, lambda=1.00
## - Fold06.Rep07: gamma=0.75, lambda=1.00
## + Fold06.Rep07: gamma=1.00, lambda=1.00
## - Fold06.Rep07: gamma=1.00, lambda=1.00
## + Fold07.Rep07: gamma=0.25, lambda=0.00
## - Fold07.Rep07: gamma=0.25, lambda=0.00
## + Fold07.Rep07: gamma=0.50, lambda=0.00
## - Fold07.Rep07: gamma=0.50, lambda=0.00
## + Fold07.Rep07: gamma=0.75, lambda=0.00
## - Fold07.Rep07: gamma=0.75, lambda=0.00
## + Fold07.Rep07: gamma=1.00, lambda=0.00
## - Fold07.Rep07: gamma=1.00, lambda=0.00
## + Fold07.Rep07: gamma=0.25, lambda=0.25
## - Fold07.Rep07: gamma=0.25, lambda=0.25
## + Fold07.Rep07: gamma=0.50, lambda=0.25
## - Fold07.Rep07: gamma=0.50, lambda=0.25
## + Fold07.Rep07: gamma=0.75, lambda=0.25
## - Fold07.Rep07: gamma=0.75, lambda=0.25
## + Fold07.Rep07: gamma=1.00, lambda=0.25
## - Fold07.Rep07: gamma=1.00, lambda=0.25
## + Fold07.Rep07: gamma=0.25, lambda=0.50
## - Fold07.Rep07: gamma=0.25, lambda=0.50
## + Fold07.Rep07: gamma=0.50, lambda=0.50
## - Fold07.Rep07: gamma=0.50, lambda=0.50
## + Fold07.Rep07: gamma=0.75, lambda=0.50
## - Fold07.Rep07: gamma=0.75, lambda=0.50
## + Fold07.Rep07: gamma=1.00, lambda=0.50
## - Fold07.Rep07: gamma=1.00, lambda=0.50
## + Fold07.Rep07: gamma=0.25, lambda=0.75
## - Fold07.Rep07: gamma=0.25, lambda=0.75
## + Fold07.Rep07: gamma=0.50, lambda=0.75
## - Fold07.Rep07: gamma=0.50, lambda=0.75
## + Fold07.Rep07: gamma=0.75, lambda=0.75
## - Fold07.Rep07: gamma=0.75, lambda=0.75
## + Fold07.Rep07: gamma=1.00, lambda=0.75
## - Fold07.Rep07: gamma=1.00, lambda=0.75
## + Fold07.Rep07: gamma=0.25, lambda=1.00
## - Fold07.Rep07: gamma=0.25, lambda=1.00
## + Fold07.Rep07: gamma=0.50, lambda=1.00
## - Fold07.Rep07: gamma=0.50, lambda=1.00
## + Fold07.Rep07: gamma=0.75, lambda=1.00
## - Fold07.Rep07: gamma=0.75, lambda=1.00
## + Fold07.Rep07: gamma=1.00, lambda=1.00
## - Fold07.Rep07: gamma=1.00, lambda=1.00
## + Fold08.Rep07: gamma=0.25, lambda=0.00
## - Fold08.Rep07: gamma=0.25, lambda=0.00
## + Fold08.Rep07: gamma=0.50, lambda=0.00
## - Fold08.Rep07: gamma=0.50, lambda=0.00
## + Fold08.Rep07: gamma=0.75, lambda=0.00
## - Fold08.Rep07: gamma=0.75, lambda=0.00
## + Fold08.Rep07: gamma=1.00, lambda=0.00
## - Fold08.Rep07: gamma=1.00, lambda=0.00
## + Fold08.Rep07: gamma=0.25, lambda=0.25
## - Fold08.Rep07: gamma=0.25, lambda=0.25
## + Fold08.Rep07: gamma=0.50, lambda=0.25
## - Fold08.Rep07: gamma=0.50, lambda=0.25
## + Fold08.Rep07: gamma=0.75, lambda=0.25
## - Fold08.Rep07: gamma=0.75, lambda=0.25
## + Fold08.Rep07: gamma=1.00, lambda=0.25
## - Fold08.Rep07: gamma=1.00, lambda=0.25
## + Fold08.Rep07: gamma=0.25, lambda=0.50
## - Fold08.Rep07: gamma=0.25, lambda=0.50
## + Fold08.Rep07: gamma=0.50, lambda=0.50
## - Fold08.Rep07: gamma=0.50, lambda=0.50
## + Fold08.Rep07: gamma=0.75, lambda=0.50
## - Fold08.Rep07: gamma=0.75, lambda=0.50
## + Fold08.Rep07: gamma=1.00, lambda=0.50
## - Fold08.Rep07: gamma=1.00, lambda=0.50
## + Fold08.Rep07: gamma=0.25, lambda=0.75
## - Fold08.Rep07: gamma=0.25, lambda=0.75
## + Fold08.Rep07: gamma=0.50, lambda=0.75
## - Fold08.Rep07: gamma=0.50, lambda=0.75
## + Fold08.Rep07: gamma=0.75, lambda=0.75
## - Fold08.Rep07: gamma=0.75, lambda=0.75
## + Fold08.Rep07: gamma=1.00, lambda=0.75
## - Fold08.Rep07: gamma=1.00, lambda=0.75
## + Fold08.Rep07: gamma=0.25, lambda=1.00
## - Fold08.Rep07: gamma=0.25, lambda=1.00
## + Fold08.Rep07: gamma=0.50, lambda=1.00
## - Fold08.Rep07: gamma=0.50, lambda=1.00
## + Fold08.Rep07: gamma=0.75, lambda=1.00
## - Fold08.Rep07: gamma=0.75, lambda=1.00
## + Fold08.Rep07: gamma=1.00, lambda=1.00
## - Fold08.Rep07: gamma=1.00, lambda=1.00
## + Fold09.Rep07: gamma=0.25, lambda=0.00
## - Fold09.Rep07: gamma=0.25, lambda=0.00
## + Fold09.Rep07: gamma=0.50, lambda=0.00
## - Fold09.Rep07: gamma=0.50, lambda=0.00
## + Fold09.Rep07: gamma=0.75, lambda=0.00
## - Fold09.Rep07: gamma=0.75, lambda=0.00
## + Fold09.Rep07: gamma=1.00, lambda=0.00
## - Fold09.Rep07: gamma=1.00, lambda=0.00
## + Fold09.Rep07: gamma=0.25, lambda=0.25
## - Fold09.Rep07: gamma=0.25, lambda=0.25
## + Fold09.Rep07: gamma=0.50, lambda=0.25
## - Fold09.Rep07: gamma=0.50, lambda=0.25
## + Fold09.Rep07: gamma=0.75, lambda=0.25
## - Fold09.Rep07: gamma=0.75, lambda=0.25
## + Fold09.Rep07: gamma=1.00, lambda=0.25
## - Fold09.Rep07: gamma=1.00, lambda=0.25
## + Fold09.Rep07: gamma=0.25, lambda=0.50
## - Fold09.Rep07: gamma=0.25, lambda=0.50
## + Fold09.Rep07: gamma=0.50, lambda=0.50
## - Fold09.Rep07: gamma=0.50, lambda=0.50
## + Fold09.Rep07: gamma=0.75, lambda=0.50
## - Fold09.Rep07: gamma=0.75, lambda=0.50
## + Fold09.Rep07: gamma=1.00, lambda=0.50
## - Fold09.Rep07: gamma=1.00, lambda=0.50
## + Fold09.Rep07: gamma=0.25, lambda=0.75
## - Fold09.Rep07: gamma=0.25, lambda=0.75
## + Fold09.Rep07: gamma=0.50, lambda=0.75
## - Fold09.Rep07: gamma=0.50, lambda=0.75
## + Fold09.Rep07: gamma=0.75, lambda=0.75
## - Fold09.Rep07: gamma=0.75, lambda=0.75
## + Fold09.Rep07: gamma=1.00, lambda=0.75
## - Fold09.Rep07: gamma=1.00, lambda=0.75
## + Fold09.Rep07: gamma=0.25, lambda=1.00
## - Fold09.Rep07: gamma=0.25, lambda=1.00
## + Fold09.Rep07: gamma=0.50, lambda=1.00
## - Fold09.Rep07: gamma=0.50, lambda=1.00
## + Fold09.Rep07: gamma=0.75, lambda=1.00
## - Fold09.Rep07: gamma=0.75, lambda=1.00
## + Fold09.Rep07: gamma=1.00, lambda=1.00
## - Fold09.Rep07: gamma=1.00, lambda=1.00
## + Fold10.Rep07: gamma=0.25, lambda=0.00
## - Fold10.Rep07: gamma=0.25, lambda=0.00
## + Fold10.Rep07: gamma=0.50, lambda=0.00
## - Fold10.Rep07: gamma=0.50, lambda=0.00
## + Fold10.Rep07: gamma=0.75, lambda=0.00
## - Fold10.Rep07: gamma=0.75, lambda=0.00
## + Fold10.Rep07: gamma=1.00, lambda=0.00
## - Fold10.Rep07: gamma=1.00, lambda=0.00
## + Fold10.Rep07: gamma=0.25, lambda=0.25
## - Fold10.Rep07: gamma=0.25, lambda=0.25
## + Fold10.Rep07: gamma=0.50, lambda=0.25
## - Fold10.Rep07: gamma=0.50, lambda=0.25
## + Fold10.Rep07: gamma=0.75, lambda=0.25
## - Fold10.Rep07: gamma=0.75, lambda=0.25
## + Fold10.Rep07: gamma=1.00, lambda=0.25
## - Fold10.Rep07: gamma=1.00, lambda=0.25
## + Fold10.Rep07: gamma=0.25, lambda=0.50
## - Fold10.Rep07: gamma=0.25, lambda=0.50
## + Fold10.Rep07: gamma=0.50, lambda=0.50
## - Fold10.Rep07: gamma=0.50, lambda=0.50
## + Fold10.Rep07: gamma=0.75, lambda=0.50
## - Fold10.Rep07: gamma=0.75, lambda=0.50
## + Fold10.Rep07: gamma=1.00, lambda=0.50
## - Fold10.Rep07: gamma=1.00, lambda=0.50
## + Fold10.Rep07: gamma=0.25, lambda=0.75
## - Fold10.Rep07: gamma=0.25, lambda=0.75
## + Fold10.Rep07: gamma=0.50, lambda=0.75
## - Fold10.Rep07: gamma=0.50, lambda=0.75
## + Fold10.Rep07: gamma=0.75, lambda=0.75
## - Fold10.Rep07: gamma=0.75, lambda=0.75
## + Fold10.Rep07: gamma=1.00, lambda=0.75
## - Fold10.Rep07: gamma=1.00, lambda=0.75
## + Fold10.Rep07: gamma=0.25, lambda=1.00
## - Fold10.Rep07: gamma=0.25, lambda=1.00
## + Fold10.Rep07: gamma=0.50, lambda=1.00
## - Fold10.Rep07: gamma=0.50, lambda=1.00
## + Fold10.Rep07: gamma=0.75, lambda=1.00
## - Fold10.Rep07: gamma=0.75, lambda=1.00
## + Fold10.Rep07: gamma=1.00, lambda=1.00
## - Fold10.Rep07: gamma=1.00, lambda=1.00
## + Fold01.Rep08: gamma=0.25, lambda=0.00
## - Fold01.Rep08: gamma=0.25, lambda=0.00
## + Fold01.Rep08: gamma=0.50, lambda=0.00
## - Fold01.Rep08: gamma=0.50, lambda=0.00
## + Fold01.Rep08: gamma=0.75, lambda=0.00
## - Fold01.Rep08: gamma=0.75, lambda=0.00
## + Fold01.Rep08: gamma=1.00, lambda=0.00
## - Fold01.Rep08: gamma=1.00, lambda=0.00
## + Fold01.Rep08: gamma=0.25, lambda=0.25
## - Fold01.Rep08: gamma=0.25, lambda=0.25
## + Fold01.Rep08: gamma=0.50, lambda=0.25
## - Fold01.Rep08: gamma=0.50, lambda=0.25
## + Fold01.Rep08: gamma=0.75, lambda=0.25
## - Fold01.Rep08: gamma=0.75, lambda=0.25
## + Fold01.Rep08: gamma=1.00, lambda=0.25
## - Fold01.Rep08: gamma=1.00, lambda=0.25
## + Fold01.Rep08: gamma=0.25, lambda=0.50
## - Fold01.Rep08: gamma=0.25, lambda=0.50
## + Fold01.Rep08: gamma=0.50, lambda=0.50
## - Fold01.Rep08: gamma=0.50, lambda=0.50
## + Fold01.Rep08: gamma=0.75, lambda=0.50
## - Fold01.Rep08: gamma=0.75, lambda=0.50
## + Fold01.Rep08: gamma=1.00, lambda=0.50
## - Fold01.Rep08: gamma=1.00, lambda=0.50
## + Fold01.Rep08: gamma=0.25, lambda=0.75
## - Fold01.Rep08: gamma=0.25, lambda=0.75
## + Fold01.Rep08: gamma=0.50, lambda=0.75
## - Fold01.Rep08: gamma=0.50, lambda=0.75
## + Fold01.Rep08: gamma=0.75, lambda=0.75
## - Fold01.Rep08: gamma=0.75, lambda=0.75
## + Fold01.Rep08: gamma=1.00, lambda=0.75
## - Fold01.Rep08: gamma=1.00, lambda=0.75
## + Fold01.Rep08: gamma=0.25, lambda=1.00
## - Fold01.Rep08: gamma=0.25, lambda=1.00
## + Fold01.Rep08: gamma=0.50, lambda=1.00
## - Fold01.Rep08: gamma=0.50, lambda=1.00
## + Fold01.Rep08: gamma=0.75, lambda=1.00
## - Fold01.Rep08: gamma=0.75, lambda=1.00
## + Fold01.Rep08: gamma=1.00, lambda=1.00
## - Fold01.Rep08: gamma=1.00, lambda=1.00
## + Fold02.Rep08: gamma=0.25, lambda=0.00
## - Fold02.Rep08: gamma=0.25, lambda=0.00
## + Fold02.Rep08: gamma=0.50, lambda=0.00
## - Fold02.Rep08: gamma=0.50, lambda=0.00
## + Fold02.Rep08: gamma=0.75, lambda=0.00
## - Fold02.Rep08: gamma=0.75, lambda=0.00
## + Fold02.Rep08: gamma=1.00, lambda=0.00
## - Fold02.Rep08: gamma=1.00, lambda=0.00
## + Fold02.Rep08: gamma=0.25, lambda=0.25
## - Fold02.Rep08: gamma=0.25, lambda=0.25
## + Fold02.Rep08: gamma=0.50, lambda=0.25
## - Fold02.Rep08: gamma=0.50, lambda=0.25
## + Fold02.Rep08: gamma=0.75, lambda=0.25
## - Fold02.Rep08: gamma=0.75, lambda=0.25
## + Fold02.Rep08: gamma=1.00, lambda=0.25
## - Fold02.Rep08: gamma=1.00, lambda=0.25
## + Fold02.Rep08: gamma=0.25, lambda=0.50
## - Fold02.Rep08: gamma=0.25, lambda=0.50
## + Fold02.Rep08: gamma=0.50, lambda=0.50
## - Fold02.Rep08: gamma=0.50, lambda=0.50
## + Fold02.Rep08: gamma=0.75, lambda=0.50
## - Fold02.Rep08: gamma=0.75, lambda=0.50
## + Fold02.Rep08: gamma=1.00, lambda=0.50
## - Fold02.Rep08: gamma=1.00, lambda=0.50
## + Fold02.Rep08: gamma=0.25, lambda=0.75
## - Fold02.Rep08: gamma=0.25, lambda=0.75
## + Fold02.Rep08: gamma=0.50, lambda=0.75
## - Fold02.Rep08: gamma=0.50, lambda=0.75
## + Fold02.Rep08: gamma=0.75, lambda=0.75
## - Fold02.Rep08: gamma=0.75, lambda=0.75
## + Fold02.Rep08: gamma=1.00, lambda=0.75
## - Fold02.Rep08: gamma=1.00, lambda=0.75
## + Fold02.Rep08: gamma=0.25, lambda=1.00
## - Fold02.Rep08: gamma=0.25, lambda=1.00
## + Fold02.Rep08: gamma=0.50, lambda=1.00
## - Fold02.Rep08: gamma=0.50, lambda=1.00
## + Fold02.Rep08: gamma=0.75, lambda=1.00
## - Fold02.Rep08: gamma=0.75, lambda=1.00
## + Fold02.Rep08: gamma=1.00, lambda=1.00
## - Fold02.Rep08: gamma=1.00, lambda=1.00
## + Fold03.Rep08: gamma=0.25, lambda=0.00
## - Fold03.Rep08: gamma=0.25, lambda=0.00
## + Fold03.Rep08: gamma=0.50, lambda=0.00
## - Fold03.Rep08: gamma=0.50, lambda=0.00
## + Fold03.Rep08: gamma=0.75, lambda=0.00
## - Fold03.Rep08: gamma=0.75, lambda=0.00
## + Fold03.Rep08: gamma=1.00, lambda=0.00
## - Fold03.Rep08: gamma=1.00, lambda=0.00
## + Fold03.Rep08: gamma=0.25, lambda=0.25
## - Fold03.Rep08: gamma=0.25, lambda=0.25
## + Fold03.Rep08: gamma=0.50, lambda=0.25
## - Fold03.Rep08: gamma=0.50, lambda=0.25
## + Fold03.Rep08: gamma=0.75, lambda=0.25
## - Fold03.Rep08: gamma=0.75, lambda=0.25
## + Fold03.Rep08: gamma=1.00, lambda=0.25
## - Fold03.Rep08: gamma=1.00, lambda=0.25
## + Fold03.Rep08: gamma=0.25, lambda=0.50
## - Fold03.Rep08: gamma=0.25, lambda=0.50
## + Fold03.Rep08: gamma=0.50, lambda=0.50
## - Fold03.Rep08: gamma=0.50, lambda=0.50
## + Fold03.Rep08: gamma=0.75, lambda=0.50
## - Fold03.Rep08: gamma=0.75, lambda=0.50
## + Fold03.Rep08: gamma=1.00, lambda=0.50
## - Fold03.Rep08: gamma=1.00, lambda=0.50
## + Fold03.Rep08: gamma=0.25, lambda=0.75
## - Fold03.Rep08: gamma=0.25, lambda=0.75
## + Fold03.Rep08: gamma=0.50, lambda=0.75
## - Fold03.Rep08: gamma=0.50, lambda=0.75
## + Fold03.Rep08: gamma=0.75, lambda=0.75
## - Fold03.Rep08: gamma=0.75, lambda=0.75
## + Fold03.Rep08: gamma=1.00, lambda=0.75
## - Fold03.Rep08: gamma=1.00, lambda=0.75
## + Fold03.Rep08: gamma=0.25, lambda=1.00
## - Fold03.Rep08: gamma=0.25, lambda=1.00
## + Fold03.Rep08: gamma=0.50, lambda=1.00
## - Fold03.Rep08: gamma=0.50, lambda=1.00
## + Fold03.Rep08: gamma=0.75, lambda=1.00
## - Fold03.Rep08: gamma=0.75, lambda=1.00
## + Fold03.Rep08: gamma=1.00, lambda=1.00
## - Fold03.Rep08: gamma=1.00, lambda=1.00
## + Fold04.Rep08: gamma=0.25, lambda=0.00
## - Fold04.Rep08: gamma=0.25, lambda=0.00
## + Fold04.Rep08: gamma=0.50, lambda=0.00
## - Fold04.Rep08: gamma=0.50, lambda=0.00
## + Fold04.Rep08: gamma=0.75, lambda=0.00
## - Fold04.Rep08: gamma=0.75, lambda=0.00
## + Fold04.Rep08: gamma=1.00, lambda=0.00
## - Fold04.Rep08: gamma=1.00, lambda=0.00
## + Fold04.Rep08: gamma=0.25, lambda=0.25
## - Fold04.Rep08: gamma=0.25, lambda=0.25
## + Fold04.Rep08: gamma=0.50, lambda=0.25
## - Fold04.Rep08: gamma=0.50, lambda=0.25
## + Fold04.Rep08: gamma=0.75, lambda=0.25
## - Fold04.Rep08: gamma=0.75, lambda=0.25
## + Fold04.Rep08: gamma=1.00, lambda=0.25
## - Fold04.Rep08: gamma=1.00, lambda=0.25
## + Fold04.Rep08: gamma=0.25, lambda=0.50
## - Fold04.Rep08: gamma=0.25, lambda=0.50
## + Fold04.Rep08: gamma=0.50, lambda=0.50
## - Fold04.Rep08: gamma=0.50, lambda=0.50
## + Fold04.Rep08: gamma=0.75, lambda=0.50
## - Fold04.Rep08: gamma=0.75, lambda=0.50
## + Fold04.Rep08: gamma=1.00, lambda=0.50
## - Fold04.Rep08: gamma=1.00, lambda=0.50
## + Fold04.Rep08: gamma=0.25, lambda=0.75
## - Fold04.Rep08: gamma=0.25, lambda=0.75
## + Fold04.Rep08: gamma=0.50, lambda=0.75
## - Fold04.Rep08: gamma=0.50, lambda=0.75
## + Fold04.Rep08: gamma=0.75, lambda=0.75
## - Fold04.Rep08: gamma=0.75, lambda=0.75
## + Fold04.Rep08: gamma=1.00, lambda=0.75
## - Fold04.Rep08: gamma=1.00, lambda=0.75
## + Fold04.Rep08: gamma=0.25, lambda=1.00
## - Fold04.Rep08: gamma=0.25, lambda=1.00
## + Fold04.Rep08: gamma=0.50, lambda=1.00
## - Fold04.Rep08: gamma=0.50, lambda=1.00
## + Fold04.Rep08: gamma=0.75, lambda=1.00
## - Fold04.Rep08: gamma=0.75, lambda=1.00
## + Fold04.Rep08: gamma=1.00, lambda=1.00
## - Fold04.Rep08: gamma=1.00, lambda=1.00
## + Fold05.Rep08: gamma=0.25, lambda=0.00
## - Fold05.Rep08: gamma=0.25, lambda=0.00
## + Fold05.Rep08: gamma=0.50, lambda=0.00
## - Fold05.Rep08: gamma=0.50, lambda=0.00
## + Fold05.Rep08: gamma=0.75, lambda=0.00
## - Fold05.Rep08: gamma=0.75, lambda=0.00
## + Fold05.Rep08: gamma=1.00, lambda=0.00
## - Fold05.Rep08: gamma=1.00, lambda=0.00
## + Fold05.Rep08: gamma=0.25, lambda=0.25
## - Fold05.Rep08: gamma=0.25, lambda=0.25
## + Fold05.Rep08: gamma=0.50, lambda=0.25
## - Fold05.Rep08: gamma=0.50, lambda=0.25
## + Fold05.Rep08: gamma=0.75, lambda=0.25
## - Fold05.Rep08: gamma=0.75, lambda=0.25
## + Fold05.Rep08: gamma=1.00, lambda=0.25
## - Fold05.Rep08: gamma=1.00, lambda=0.25
## + Fold05.Rep08: gamma=0.25, lambda=0.50
## - Fold05.Rep08: gamma=0.25, lambda=0.50
## + Fold05.Rep08: gamma=0.50, lambda=0.50
## - Fold05.Rep08: gamma=0.50, lambda=0.50
## + Fold05.Rep08: gamma=0.75, lambda=0.50
## - Fold05.Rep08: gamma=0.75, lambda=0.50
## + Fold05.Rep08: gamma=1.00, lambda=0.50
## - Fold05.Rep08: gamma=1.00, lambda=0.50
## + Fold05.Rep08: gamma=0.25, lambda=0.75
## - Fold05.Rep08: gamma=0.25, lambda=0.75
## + Fold05.Rep08: gamma=0.50, lambda=0.75
## - Fold05.Rep08: gamma=0.50, lambda=0.75
## + Fold05.Rep08: gamma=0.75, lambda=0.75
## - Fold05.Rep08: gamma=0.75, lambda=0.75
## + Fold05.Rep08: gamma=1.00, lambda=0.75
## - Fold05.Rep08: gamma=1.00, lambda=0.75
## + Fold05.Rep08: gamma=0.25, lambda=1.00
## - Fold05.Rep08: gamma=0.25, lambda=1.00
## + Fold05.Rep08: gamma=0.50, lambda=1.00
## - Fold05.Rep08: gamma=0.50, lambda=1.00
## + Fold05.Rep08: gamma=0.75, lambda=1.00
## - Fold05.Rep08: gamma=0.75, lambda=1.00
## + Fold05.Rep08: gamma=1.00, lambda=1.00
## - Fold05.Rep08: gamma=1.00, lambda=1.00
## + Fold06.Rep08: gamma=0.25, lambda=0.00
## - Fold06.Rep08: gamma=0.25, lambda=0.00
## + Fold06.Rep08: gamma=0.50, lambda=0.00
## - Fold06.Rep08: gamma=0.50, lambda=0.00
## + Fold06.Rep08: gamma=0.75, lambda=0.00
## - Fold06.Rep08: gamma=0.75, lambda=0.00
## + Fold06.Rep08: gamma=1.00, lambda=0.00
## - Fold06.Rep08: gamma=1.00, lambda=0.00
## + Fold06.Rep08: gamma=0.25, lambda=0.25
## - Fold06.Rep08: gamma=0.25, lambda=0.25
## + Fold06.Rep08: gamma=0.50, lambda=0.25
## - Fold06.Rep08: gamma=0.50, lambda=0.25
## + Fold06.Rep08: gamma=0.75, lambda=0.25
## - Fold06.Rep08: gamma=0.75, lambda=0.25
## + Fold06.Rep08: gamma=1.00, lambda=0.25
## - Fold06.Rep08: gamma=1.00, lambda=0.25
## + Fold06.Rep08: gamma=0.25, lambda=0.50
## - Fold06.Rep08: gamma=0.25, lambda=0.50
## + Fold06.Rep08: gamma=0.50, lambda=0.50
## - Fold06.Rep08: gamma=0.50, lambda=0.50
## + Fold06.Rep08: gamma=0.75, lambda=0.50
## - Fold06.Rep08: gamma=0.75, lambda=0.50
## + Fold06.Rep08: gamma=1.00, lambda=0.50
## - Fold06.Rep08: gamma=1.00, lambda=0.50
## + Fold06.Rep08: gamma=0.25, lambda=0.75
## - Fold06.Rep08: gamma=0.25, lambda=0.75
## + Fold06.Rep08: gamma=0.50, lambda=0.75
## - Fold06.Rep08: gamma=0.50, lambda=0.75
## + Fold06.Rep08: gamma=0.75, lambda=0.75
## - Fold06.Rep08: gamma=0.75, lambda=0.75
## + Fold06.Rep08: gamma=1.00, lambda=0.75
## - Fold06.Rep08: gamma=1.00, lambda=0.75
## + Fold06.Rep08: gamma=0.25, lambda=1.00
## - Fold06.Rep08: gamma=0.25, lambda=1.00
## + Fold06.Rep08: gamma=0.50, lambda=1.00
## - Fold06.Rep08: gamma=0.50, lambda=1.00
## + Fold06.Rep08: gamma=0.75, lambda=1.00
## - Fold06.Rep08: gamma=0.75, lambda=1.00
## + Fold06.Rep08: gamma=1.00, lambda=1.00
## - Fold06.Rep08: gamma=1.00, lambda=1.00
## + Fold07.Rep08: gamma=0.25, lambda=0.00
## - Fold07.Rep08: gamma=0.25, lambda=0.00
## + Fold07.Rep08: gamma=0.50, lambda=0.00
## - Fold07.Rep08: gamma=0.50, lambda=0.00
## + Fold07.Rep08: gamma=0.75, lambda=0.00
## - Fold07.Rep08: gamma=0.75, lambda=0.00
## + Fold07.Rep08: gamma=1.00, lambda=0.00
## - Fold07.Rep08: gamma=1.00, lambda=0.00
## + Fold07.Rep08: gamma=0.25, lambda=0.25
## - Fold07.Rep08: gamma=0.25, lambda=0.25
## + Fold07.Rep08: gamma=0.50, lambda=0.25
## - Fold07.Rep08: gamma=0.50, lambda=0.25
## + Fold07.Rep08: gamma=0.75, lambda=0.25
## - Fold07.Rep08: gamma=0.75, lambda=0.25
## + Fold07.Rep08: gamma=1.00, lambda=0.25
## - Fold07.Rep08: gamma=1.00, lambda=0.25
## + Fold07.Rep08: gamma=0.25, lambda=0.50
## - Fold07.Rep08: gamma=0.25, lambda=0.50
## + Fold07.Rep08: gamma=0.50, lambda=0.50
## - Fold07.Rep08: gamma=0.50, lambda=0.50
## + Fold07.Rep08: gamma=0.75, lambda=0.50
## - Fold07.Rep08: gamma=0.75, lambda=0.50
## + Fold07.Rep08: gamma=1.00, lambda=0.50
## - Fold07.Rep08: gamma=1.00, lambda=0.50
## + Fold07.Rep08: gamma=0.25, lambda=0.75
## - Fold07.Rep08: gamma=0.25, lambda=0.75
## + Fold07.Rep08: gamma=0.50, lambda=0.75
## - Fold07.Rep08: gamma=0.50, lambda=0.75
## + Fold07.Rep08: gamma=0.75, lambda=0.75
## - Fold07.Rep08: gamma=0.75, lambda=0.75
## + Fold07.Rep08: gamma=1.00, lambda=0.75
## - Fold07.Rep08: gamma=1.00, lambda=0.75
## + Fold07.Rep08: gamma=0.25, lambda=1.00
## - Fold07.Rep08: gamma=0.25, lambda=1.00
## + Fold07.Rep08: gamma=0.50, lambda=1.00
## - Fold07.Rep08: gamma=0.50, lambda=1.00
## + Fold07.Rep08: gamma=0.75, lambda=1.00
## - Fold07.Rep08: gamma=0.75, lambda=1.00
## + Fold07.Rep08: gamma=1.00, lambda=1.00
## - Fold07.Rep08: gamma=1.00, lambda=1.00
## + Fold08.Rep08: gamma=0.25, lambda=0.00
## - Fold08.Rep08: gamma=0.25, lambda=0.00
## + Fold08.Rep08: gamma=0.50, lambda=0.00
## - Fold08.Rep08: gamma=0.50, lambda=0.00
## + Fold08.Rep08: gamma=0.75, lambda=0.00
## - Fold08.Rep08: gamma=0.75, lambda=0.00
## + Fold08.Rep08: gamma=1.00, lambda=0.00
## - Fold08.Rep08: gamma=1.00, lambda=0.00
## + Fold08.Rep08: gamma=0.25, lambda=0.25
## - Fold08.Rep08: gamma=0.25, lambda=0.25
## + Fold08.Rep08: gamma=0.50, lambda=0.25
## - Fold08.Rep08: gamma=0.50, lambda=0.25
## + Fold08.Rep08: gamma=0.75, lambda=0.25
## - Fold08.Rep08: gamma=0.75, lambda=0.25
## + Fold08.Rep08: gamma=1.00, lambda=0.25
## - Fold08.Rep08: gamma=1.00, lambda=0.25
## + Fold08.Rep08: gamma=0.25, lambda=0.50
## - Fold08.Rep08: gamma=0.25, lambda=0.50
## + Fold08.Rep08: gamma=0.50, lambda=0.50
## - Fold08.Rep08: gamma=0.50, lambda=0.50
## + Fold08.Rep08: gamma=0.75, lambda=0.50
## - Fold08.Rep08: gamma=0.75, lambda=0.50
## + Fold08.Rep08: gamma=1.00, lambda=0.50
## - Fold08.Rep08: gamma=1.00, lambda=0.50
## + Fold08.Rep08: gamma=0.25, lambda=0.75
## - Fold08.Rep08: gamma=0.25, lambda=0.75
## + Fold08.Rep08: gamma=0.50, lambda=0.75
## - Fold08.Rep08: gamma=0.50, lambda=0.75
## + Fold08.Rep08: gamma=0.75, lambda=0.75
## - Fold08.Rep08: gamma=0.75, lambda=0.75
## + Fold08.Rep08: gamma=1.00, lambda=0.75
## - Fold08.Rep08: gamma=1.00, lambda=0.75
## + Fold08.Rep08: gamma=0.25, lambda=1.00
## - Fold08.Rep08: gamma=0.25, lambda=1.00
## + Fold08.Rep08: gamma=0.50, lambda=1.00
## - Fold08.Rep08: gamma=0.50, lambda=1.00
## + Fold08.Rep08: gamma=0.75, lambda=1.00
## - Fold08.Rep08: gamma=0.75, lambda=1.00
## + Fold08.Rep08: gamma=1.00, lambda=1.00
## - Fold08.Rep08: gamma=1.00, lambda=1.00
## + Fold09.Rep08: gamma=0.25, lambda=0.00
## - Fold09.Rep08: gamma=0.25, lambda=0.00
## + Fold09.Rep08: gamma=0.50, lambda=0.00
## - Fold09.Rep08: gamma=0.50, lambda=0.00
## + Fold09.Rep08: gamma=0.75, lambda=0.00
## - Fold09.Rep08: gamma=0.75, lambda=0.00
## + Fold09.Rep08: gamma=1.00, lambda=0.00
## - Fold09.Rep08: gamma=1.00, lambda=0.00
## + Fold09.Rep08: gamma=0.25, lambda=0.25
## - Fold09.Rep08: gamma=0.25, lambda=0.25
## + Fold09.Rep08: gamma=0.50, lambda=0.25
## - Fold09.Rep08: gamma=0.50, lambda=0.25
## + Fold09.Rep08: gamma=0.75, lambda=0.25
## - Fold09.Rep08: gamma=0.75, lambda=0.25
## + Fold09.Rep08: gamma=1.00, lambda=0.25
## - Fold09.Rep08: gamma=1.00, lambda=0.25
## + Fold09.Rep08: gamma=0.25, lambda=0.50
## - Fold09.Rep08: gamma=0.25, lambda=0.50
## + Fold09.Rep08: gamma=0.50, lambda=0.50
## - Fold09.Rep08: gamma=0.50, lambda=0.50
## + Fold09.Rep08: gamma=0.75, lambda=0.50
## - Fold09.Rep08: gamma=0.75, lambda=0.50
## + Fold09.Rep08: gamma=1.00, lambda=0.50
## - Fold09.Rep08: gamma=1.00, lambda=0.50
## + Fold09.Rep08: gamma=0.25, lambda=0.75
## - Fold09.Rep08: gamma=0.25, lambda=0.75
## + Fold09.Rep08: gamma=0.50, lambda=0.75
## - Fold09.Rep08: gamma=0.50, lambda=0.75
## + Fold09.Rep08: gamma=0.75, lambda=0.75
## - Fold09.Rep08: gamma=0.75, lambda=0.75
## + Fold09.Rep08: gamma=1.00, lambda=0.75
## - Fold09.Rep08: gamma=1.00, lambda=0.75
## + Fold09.Rep08: gamma=0.25, lambda=1.00
## - Fold09.Rep08: gamma=0.25, lambda=1.00
## + Fold09.Rep08: gamma=0.50, lambda=1.00
## - Fold09.Rep08: gamma=0.50, lambda=1.00
## + Fold09.Rep08: gamma=0.75, lambda=1.00
## - Fold09.Rep08: gamma=0.75, lambda=1.00
## + Fold09.Rep08: gamma=1.00, lambda=1.00
## - Fold09.Rep08: gamma=1.00, lambda=1.00
## + Fold10.Rep08: gamma=0.25, lambda=0.00
## - Fold10.Rep08: gamma=0.25, lambda=0.00
## + Fold10.Rep08: gamma=0.50, lambda=0.00
## - Fold10.Rep08: gamma=0.50, lambda=0.00
## + Fold10.Rep08: gamma=0.75, lambda=0.00
## - Fold10.Rep08: gamma=0.75, lambda=0.00
## + Fold10.Rep08: gamma=1.00, lambda=0.00
## - Fold10.Rep08: gamma=1.00, lambda=0.00
## + Fold10.Rep08: gamma=0.25, lambda=0.25
## - Fold10.Rep08: gamma=0.25, lambda=0.25
## + Fold10.Rep08: gamma=0.50, lambda=0.25
## - Fold10.Rep08: gamma=0.50, lambda=0.25
## + Fold10.Rep08: gamma=0.75, lambda=0.25
## - Fold10.Rep08: gamma=0.75, lambda=0.25
## + Fold10.Rep08: gamma=1.00, lambda=0.25
## - Fold10.Rep08: gamma=1.00, lambda=0.25
## + Fold10.Rep08: gamma=0.25, lambda=0.50
## - Fold10.Rep08: gamma=0.25, lambda=0.50
## + Fold10.Rep08: gamma=0.50, lambda=0.50
## - Fold10.Rep08: gamma=0.50, lambda=0.50
## + Fold10.Rep08: gamma=0.75, lambda=0.50
## - Fold10.Rep08: gamma=0.75, lambda=0.50
## + Fold10.Rep08: gamma=1.00, lambda=0.50
## - Fold10.Rep08: gamma=1.00, lambda=0.50
## + Fold10.Rep08: gamma=0.25, lambda=0.75
## - Fold10.Rep08: gamma=0.25, lambda=0.75
## + Fold10.Rep08: gamma=0.50, lambda=0.75
## - Fold10.Rep08: gamma=0.50, lambda=0.75
## + Fold10.Rep08: gamma=0.75, lambda=0.75
## - Fold10.Rep08: gamma=0.75, lambda=0.75
## + Fold10.Rep08: gamma=1.00, lambda=0.75
## - Fold10.Rep08: gamma=1.00, lambda=0.75
## + Fold10.Rep08: gamma=0.25, lambda=1.00
## - Fold10.Rep08: gamma=0.25, lambda=1.00
## + Fold10.Rep08: gamma=0.50, lambda=1.00
## - Fold10.Rep08: gamma=0.50, lambda=1.00
## + Fold10.Rep08: gamma=0.75, lambda=1.00
## - Fold10.Rep08: gamma=0.75, lambda=1.00
## + Fold10.Rep08: gamma=1.00, lambda=1.00
## - Fold10.Rep08: gamma=1.00, lambda=1.00
## + Fold01.Rep09: gamma=0.25, lambda=0.00
## - Fold01.Rep09: gamma=0.25, lambda=0.00
## + Fold01.Rep09: gamma=0.50, lambda=0.00
## - Fold01.Rep09: gamma=0.50, lambda=0.00
## + Fold01.Rep09: gamma=0.75, lambda=0.00
## - Fold01.Rep09: gamma=0.75, lambda=0.00
## + Fold01.Rep09: gamma=1.00, lambda=0.00
## - Fold01.Rep09: gamma=1.00, lambda=0.00
## + Fold01.Rep09: gamma=0.25, lambda=0.25
## - Fold01.Rep09: gamma=0.25, lambda=0.25
## + Fold01.Rep09: gamma=0.50, lambda=0.25
## - Fold01.Rep09: gamma=0.50, lambda=0.25
## + Fold01.Rep09: gamma=0.75, lambda=0.25
## - Fold01.Rep09: gamma=0.75, lambda=0.25
## + Fold01.Rep09: gamma=1.00, lambda=0.25
## - Fold01.Rep09: gamma=1.00, lambda=0.25
## + Fold01.Rep09: gamma=0.25, lambda=0.50
## - Fold01.Rep09: gamma=0.25, lambda=0.50
## + Fold01.Rep09: gamma=0.50, lambda=0.50
## - Fold01.Rep09: gamma=0.50, lambda=0.50
## + Fold01.Rep09: gamma=0.75, lambda=0.50
## - Fold01.Rep09: gamma=0.75, lambda=0.50
## + Fold01.Rep09: gamma=1.00, lambda=0.50
## - Fold01.Rep09: gamma=1.00, lambda=0.50
## + Fold01.Rep09: gamma=0.25, lambda=0.75
## - Fold01.Rep09: gamma=0.25, lambda=0.75
## + Fold01.Rep09: gamma=0.50, lambda=0.75
## - Fold01.Rep09: gamma=0.50, lambda=0.75
## + Fold01.Rep09: gamma=0.75, lambda=0.75
## - Fold01.Rep09: gamma=0.75, lambda=0.75
## + Fold01.Rep09: gamma=1.00, lambda=0.75
## - Fold01.Rep09: gamma=1.00, lambda=0.75
## + Fold01.Rep09: gamma=0.25, lambda=1.00
## - Fold01.Rep09: gamma=0.25, lambda=1.00
## + Fold01.Rep09: gamma=0.50, lambda=1.00
## - Fold01.Rep09: gamma=0.50, lambda=1.00
## + Fold01.Rep09: gamma=0.75, lambda=1.00
## - Fold01.Rep09: gamma=0.75, lambda=1.00
## + Fold01.Rep09: gamma=1.00, lambda=1.00
## - Fold01.Rep09: gamma=1.00, lambda=1.00
## + Fold02.Rep09: gamma=0.25, lambda=0.00
## - Fold02.Rep09: gamma=0.25, lambda=0.00
## + Fold02.Rep09: gamma=0.50, lambda=0.00
## - Fold02.Rep09: gamma=0.50, lambda=0.00
## + Fold02.Rep09: gamma=0.75, lambda=0.00
## - Fold02.Rep09: gamma=0.75, lambda=0.00
## + Fold02.Rep09: gamma=1.00, lambda=0.00
## - Fold02.Rep09: gamma=1.00, lambda=0.00
## + Fold02.Rep09: gamma=0.25, lambda=0.25
## - Fold02.Rep09: gamma=0.25, lambda=0.25
## + Fold02.Rep09: gamma=0.50, lambda=0.25
## - Fold02.Rep09: gamma=0.50, lambda=0.25
## + Fold02.Rep09: gamma=0.75, lambda=0.25
## - Fold02.Rep09: gamma=0.75, lambda=0.25
## + Fold02.Rep09: gamma=1.00, lambda=0.25
## - Fold02.Rep09: gamma=1.00, lambda=0.25
## + Fold02.Rep09: gamma=0.25, lambda=0.50
## - Fold02.Rep09: gamma=0.25, lambda=0.50
## + Fold02.Rep09: gamma=0.50, lambda=0.50
## - Fold02.Rep09: gamma=0.50, lambda=0.50
## + Fold02.Rep09: gamma=0.75, lambda=0.50
## - Fold02.Rep09: gamma=0.75, lambda=0.50
## + Fold02.Rep09: gamma=1.00, lambda=0.50
## - Fold02.Rep09: gamma=1.00, lambda=0.50
## + Fold02.Rep09: gamma=0.25, lambda=0.75
## - Fold02.Rep09: gamma=0.25, lambda=0.75
## + Fold02.Rep09: gamma=0.50, lambda=0.75
## - Fold02.Rep09: gamma=0.50, lambda=0.75
## + Fold02.Rep09: gamma=0.75, lambda=0.75
## - Fold02.Rep09: gamma=0.75, lambda=0.75
## + Fold02.Rep09: gamma=1.00, lambda=0.75
## - Fold02.Rep09: gamma=1.00, lambda=0.75
## + Fold02.Rep09: gamma=0.25, lambda=1.00
## - Fold02.Rep09: gamma=0.25, lambda=1.00
## + Fold02.Rep09: gamma=0.50, lambda=1.00
## - Fold02.Rep09: gamma=0.50, lambda=1.00
## + Fold02.Rep09: gamma=0.75, lambda=1.00
## - Fold02.Rep09: gamma=0.75, lambda=1.00
## + Fold02.Rep09: gamma=1.00, lambda=1.00
## - Fold02.Rep09: gamma=1.00, lambda=1.00
## + Fold03.Rep09: gamma=0.25, lambda=0.00
## - Fold03.Rep09: gamma=0.25, lambda=0.00
## + Fold03.Rep09: gamma=0.50, lambda=0.00
## - Fold03.Rep09: gamma=0.50, lambda=0.00
## + Fold03.Rep09: gamma=0.75, lambda=0.00
## - Fold03.Rep09: gamma=0.75, lambda=0.00
## + Fold03.Rep09: gamma=1.00, lambda=0.00
## - Fold03.Rep09: gamma=1.00, lambda=0.00
## + Fold03.Rep09: gamma=0.25, lambda=0.25
## - Fold03.Rep09: gamma=0.25, lambda=0.25
## + Fold03.Rep09: gamma=0.50, lambda=0.25
## - Fold03.Rep09: gamma=0.50, lambda=0.25
## + Fold03.Rep09: gamma=0.75, lambda=0.25
## - Fold03.Rep09: gamma=0.75, lambda=0.25
## + Fold03.Rep09: gamma=1.00, lambda=0.25
## - Fold03.Rep09: gamma=1.00, lambda=0.25
## + Fold03.Rep09: gamma=0.25, lambda=0.50
## - Fold03.Rep09: gamma=0.25, lambda=0.50
## + Fold03.Rep09: gamma=0.50, lambda=0.50
## - Fold03.Rep09: gamma=0.50, lambda=0.50
## + Fold03.Rep09: gamma=0.75, lambda=0.50
## - Fold03.Rep09: gamma=0.75, lambda=0.50
## + Fold03.Rep09: gamma=1.00, lambda=0.50
## - Fold03.Rep09: gamma=1.00, lambda=0.50
## + Fold03.Rep09: gamma=0.25, lambda=0.75
## - Fold03.Rep09: gamma=0.25, lambda=0.75
## + Fold03.Rep09: gamma=0.50, lambda=0.75
## - Fold03.Rep09: gamma=0.50, lambda=0.75
## + Fold03.Rep09: gamma=0.75, lambda=0.75
## - Fold03.Rep09: gamma=0.75, lambda=0.75
## + Fold03.Rep09: gamma=1.00, lambda=0.75
## - Fold03.Rep09: gamma=1.00, lambda=0.75
## + Fold03.Rep09: gamma=0.25, lambda=1.00
## - Fold03.Rep09: gamma=0.25, lambda=1.00
## + Fold03.Rep09: gamma=0.50, lambda=1.00
## - Fold03.Rep09: gamma=0.50, lambda=1.00
## + Fold03.Rep09: gamma=0.75, lambda=1.00
## - Fold03.Rep09: gamma=0.75, lambda=1.00
## + Fold03.Rep09: gamma=1.00, lambda=1.00
## - Fold03.Rep09: gamma=1.00, lambda=1.00
## + Fold04.Rep09: gamma=0.25, lambda=0.00
## - Fold04.Rep09: gamma=0.25, lambda=0.00
## + Fold04.Rep09: gamma=0.50, lambda=0.00
## - Fold04.Rep09: gamma=0.50, lambda=0.00
## + Fold04.Rep09: gamma=0.75, lambda=0.00
## - Fold04.Rep09: gamma=0.75, lambda=0.00
## + Fold04.Rep09: gamma=1.00, lambda=0.00
## - Fold04.Rep09: gamma=1.00, lambda=0.00
## + Fold04.Rep09: gamma=0.25, lambda=0.25
## - Fold04.Rep09: gamma=0.25, lambda=0.25
## + Fold04.Rep09: gamma=0.50, lambda=0.25
## - Fold04.Rep09: gamma=0.50, lambda=0.25
## + Fold04.Rep09: gamma=0.75, lambda=0.25
## - Fold04.Rep09: gamma=0.75, lambda=0.25
## + Fold04.Rep09: gamma=1.00, lambda=0.25
## - Fold04.Rep09: gamma=1.00, lambda=0.25
## + Fold04.Rep09: gamma=0.25, lambda=0.50
## - Fold04.Rep09: gamma=0.25, lambda=0.50
## + Fold04.Rep09: gamma=0.50, lambda=0.50
## - Fold04.Rep09: gamma=0.50, lambda=0.50
## + Fold04.Rep09: gamma=0.75, lambda=0.50
## - Fold04.Rep09: gamma=0.75, lambda=0.50
## + Fold04.Rep09: gamma=1.00, lambda=0.50
## - Fold04.Rep09: gamma=1.00, lambda=0.50
## + Fold04.Rep09: gamma=0.25, lambda=0.75
## - Fold04.Rep09: gamma=0.25, lambda=0.75
## + Fold04.Rep09: gamma=0.50, lambda=0.75
## - Fold04.Rep09: gamma=0.50, lambda=0.75
## + Fold04.Rep09: gamma=0.75, lambda=0.75
## - Fold04.Rep09: gamma=0.75, lambda=0.75
## + Fold04.Rep09: gamma=1.00, lambda=0.75
## - Fold04.Rep09: gamma=1.00, lambda=0.75
## + Fold04.Rep09: gamma=0.25, lambda=1.00
## - Fold04.Rep09: gamma=0.25, lambda=1.00
## + Fold04.Rep09: gamma=0.50, lambda=1.00
## - Fold04.Rep09: gamma=0.50, lambda=1.00
## + Fold04.Rep09: gamma=0.75, lambda=1.00
## - Fold04.Rep09: gamma=0.75, lambda=1.00
## + Fold04.Rep09: gamma=1.00, lambda=1.00
## - Fold04.Rep09: gamma=1.00, lambda=1.00
## + Fold05.Rep09: gamma=0.25, lambda=0.00
## - Fold05.Rep09: gamma=0.25, lambda=0.00
## + Fold05.Rep09: gamma=0.50, lambda=0.00
## - Fold05.Rep09: gamma=0.50, lambda=0.00
## + Fold05.Rep09: gamma=0.75, lambda=0.00
## - Fold05.Rep09: gamma=0.75, lambda=0.00
## + Fold05.Rep09: gamma=1.00, lambda=0.00
## - Fold05.Rep09: gamma=1.00, lambda=0.00
## + Fold05.Rep09: gamma=0.25, lambda=0.25
## - Fold05.Rep09: gamma=0.25, lambda=0.25
## + Fold05.Rep09: gamma=0.50, lambda=0.25
## - Fold05.Rep09: gamma=0.50, lambda=0.25
## + Fold05.Rep09: gamma=0.75, lambda=0.25
## - Fold05.Rep09: gamma=0.75, lambda=0.25
## + Fold05.Rep09: gamma=1.00, lambda=0.25
## - Fold05.Rep09: gamma=1.00, lambda=0.25
## + Fold05.Rep09: gamma=0.25, lambda=0.50
## - Fold05.Rep09: gamma=0.25, lambda=0.50
## + Fold05.Rep09: gamma=0.50, lambda=0.50
## - Fold05.Rep09: gamma=0.50, lambda=0.50
## + Fold05.Rep09: gamma=0.75, lambda=0.50
## - Fold05.Rep09: gamma=0.75, lambda=0.50
## + Fold05.Rep09: gamma=1.00, lambda=0.50
## - Fold05.Rep09: gamma=1.00, lambda=0.50
## + Fold05.Rep09: gamma=0.25, lambda=0.75
## - Fold05.Rep09: gamma=0.25, lambda=0.75
## + Fold05.Rep09: gamma=0.50, lambda=0.75
## - Fold05.Rep09: gamma=0.50, lambda=0.75
## + Fold05.Rep09: gamma=0.75, lambda=0.75
## - Fold05.Rep09: gamma=0.75, lambda=0.75
## + Fold05.Rep09: gamma=1.00, lambda=0.75
## - Fold05.Rep09: gamma=1.00, lambda=0.75
## + Fold05.Rep09: gamma=0.25, lambda=1.00
## - Fold05.Rep09: gamma=0.25, lambda=1.00
## + Fold05.Rep09: gamma=0.50, lambda=1.00
## - Fold05.Rep09: gamma=0.50, lambda=1.00
## + Fold05.Rep09: gamma=0.75, lambda=1.00
## - Fold05.Rep09: gamma=0.75, lambda=1.00
## + Fold05.Rep09: gamma=1.00, lambda=1.00
## - Fold05.Rep09: gamma=1.00, lambda=1.00
## + Fold06.Rep09: gamma=0.25, lambda=0.00
## - Fold06.Rep09: gamma=0.25, lambda=0.00
## + Fold06.Rep09: gamma=0.50, lambda=0.00
## - Fold06.Rep09: gamma=0.50, lambda=0.00
## + Fold06.Rep09: gamma=0.75, lambda=0.00
## - Fold06.Rep09: gamma=0.75, lambda=0.00
## + Fold06.Rep09: gamma=1.00, lambda=0.00
## - Fold06.Rep09: gamma=1.00, lambda=0.00
## + Fold06.Rep09: gamma=0.25, lambda=0.25
## - Fold06.Rep09: gamma=0.25, lambda=0.25
## + Fold06.Rep09: gamma=0.50, lambda=0.25
## - Fold06.Rep09: gamma=0.50, lambda=0.25
## + Fold06.Rep09: gamma=0.75, lambda=0.25
## - Fold06.Rep09: gamma=0.75, lambda=0.25
## + Fold06.Rep09: gamma=1.00, lambda=0.25
## - Fold06.Rep09: gamma=1.00, lambda=0.25
## + Fold06.Rep09: gamma=0.25, lambda=0.50
## - Fold06.Rep09: gamma=0.25, lambda=0.50
## + Fold06.Rep09: gamma=0.50, lambda=0.50
## - Fold06.Rep09: gamma=0.50, lambda=0.50
## + Fold06.Rep09: gamma=0.75, lambda=0.50
## - Fold06.Rep09: gamma=0.75, lambda=0.50
## + Fold06.Rep09: gamma=1.00, lambda=0.50
## - Fold06.Rep09: gamma=1.00, lambda=0.50
## + Fold06.Rep09: gamma=0.25, lambda=0.75
## - Fold06.Rep09: gamma=0.25, lambda=0.75
## + Fold06.Rep09: gamma=0.50, lambda=0.75
## - Fold06.Rep09: gamma=0.50, lambda=0.75
## + Fold06.Rep09: gamma=0.75, lambda=0.75
## - Fold06.Rep09: gamma=0.75, lambda=0.75
## + Fold06.Rep09: gamma=1.00, lambda=0.75
## - Fold06.Rep09: gamma=1.00, lambda=0.75
## + Fold06.Rep09: gamma=0.25, lambda=1.00
## - Fold06.Rep09: gamma=0.25, lambda=1.00
## + Fold06.Rep09: gamma=0.50, lambda=1.00
## - Fold06.Rep09: gamma=0.50, lambda=1.00
## + Fold06.Rep09: gamma=0.75, lambda=1.00
## - Fold06.Rep09: gamma=0.75, lambda=1.00
## + Fold06.Rep09: gamma=1.00, lambda=1.00
## - Fold06.Rep09: gamma=1.00, lambda=1.00
## + Fold07.Rep09: gamma=0.25, lambda=0.00
## - Fold07.Rep09: gamma=0.25, lambda=0.00
## + Fold07.Rep09: gamma=0.50, lambda=0.00
## - Fold07.Rep09: gamma=0.50, lambda=0.00
## + Fold07.Rep09: gamma=0.75, lambda=0.00
## - Fold07.Rep09: gamma=0.75, lambda=0.00
## + Fold07.Rep09: gamma=1.00, lambda=0.00
## - Fold07.Rep09: gamma=1.00, lambda=0.00
## + Fold07.Rep09: gamma=0.25, lambda=0.25
## - Fold07.Rep09: gamma=0.25, lambda=0.25
## + Fold07.Rep09: gamma=0.50, lambda=0.25
## - Fold07.Rep09: gamma=0.50, lambda=0.25
## + Fold07.Rep09: gamma=0.75, lambda=0.25
## - Fold07.Rep09: gamma=0.75, lambda=0.25
## + Fold07.Rep09: gamma=1.00, lambda=0.25
## - Fold07.Rep09: gamma=1.00, lambda=0.25
## + Fold07.Rep09: gamma=0.25, lambda=0.50
## - Fold07.Rep09: gamma=0.25, lambda=0.50
## + Fold07.Rep09: gamma=0.50, lambda=0.50
## - Fold07.Rep09: gamma=0.50, lambda=0.50
## + Fold07.Rep09: gamma=0.75, lambda=0.50
## - Fold07.Rep09: gamma=0.75, lambda=0.50
## + Fold07.Rep09: gamma=1.00, lambda=0.50
## - Fold07.Rep09: gamma=1.00, lambda=0.50
## + Fold07.Rep09: gamma=0.25, lambda=0.75
## - Fold07.Rep09: gamma=0.25, lambda=0.75
## + Fold07.Rep09: gamma=0.50, lambda=0.75
## - Fold07.Rep09: gamma=0.50, lambda=0.75
## + Fold07.Rep09: gamma=0.75, lambda=0.75
## - Fold07.Rep09: gamma=0.75, lambda=0.75
## + Fold07.Rep09: gamma=1.00, lambda=0.75
## - Fold07.Rep09: gamma=1.00, lambda=0.75
## + Fold07.Rep09: gamma=0.25, lambda=1.00
## - Fold07.Rep09: gamma=0.25, lambda=1.00
## + Fold07.Rep09: gamma=0.50, lambda=1.00
## - Fold07.Rep09: gamma=0.50, lambda=1.00
## + Fold07.Rep09: gamma=0.75, lambda=1.00
## - Fold07.Rep09: gamma=0.75, lambda=1.00
## + Fold07.Rep09: gamma=1.00, lambda=1.00
## - Fold07.Rep09: gamma=1.00, lambda=1.00
## + Fold08.Rep09: gamma=0.25, lambda=0.00
## - Fold08.Rep09: gamma=0.25, lambda=0.00
## + Fold08.Rep09: gamma=0.50, lambda=0.00
## - Fold08.Rep09: gamma=0.50, lambda=0.00
## + Fold08.Rep09: gamma=0.75, lambda=0.00
## - Fold08.Rep09: gamma=0.75, lambda=0.00
## + Fold08.Rep09: gamma=1.00, lambda=0.00
## - Fold08.Rep09: gamma=1.00, lambda=0.00
## + Fold08.Rep09: gamma=0.25, lambda=0.25
## - Fold08.Rep09: gamma=0.25, lambda=0.25
## + Fold08.Rep09: gamma=0.50, lambda=0.25
## - Fold08.Rep09: gamma=0.50, lambda=0.25
## + Fold08.Rep09: gamma=0.75, lambda=0.25
## - Fold08.Rep09: gamma=0.75, lambda=0.25
## + Fold08.Rep09: gamma=1.00, lambda=0.25
## - Fold08.Rep09: gamma=1.00, lambda=0.25
## + Fold08.Rep09: gamma=0.25, lambda=0.50
## - Fold08.Rep09: gamma=0.25, lambda=0.50
## + Fold08.Rep09: gamma=0.50, lambda=0.50
## - Fold08.Rep09: gamma=0.50, lambda=0.50
## + Fold08.Rep09: gamma=0.75, lambda=0.50
## - Fold08.Rep09: gamma=0.75, lambda=0.50
## + Fold08.Rep09: gamma=1.00, lambda=0.50
## - Fold08.Rep09: gamma=1.00, lambda=0.50
## + Fold08.Rep09: gamma=0.25, lambda=0.75
## - Fold08.Rep09: gamma=0.25, lambda=0.75
## + Fold08.Rep09: gamma=0.50, lambda=0.75
## - Fold08.Rep09: gamma=0.50, lambda=0.75
## + Fold08.Rep09: gamma=0.75, lambda=0.75
## - Fold08.Rep09: gamma=0.75, lambda=0.75
## + Fold08.Rep09: gamma=1.00, lambda=0.75
## - Fold08.Rep09: gamma=1.00, lambda=0.75
## + Fold08.Rep09: gamma=0.25, lambda=1.00
## - Fold08.Rep09: gamma=0.25, lambda=1.00
## + Fold08.Rep09: gamma=0.50, lambda=1.00
## - Fold08.Rep09: gamma=0.50, lambda=1.00
## + Fold08.Rep09: gamma=0.75, lambda=1.00
## - Fold08.Rep09: gamma=0.75, lambda=1.00
## + Fold08.Rep09: gamma=1.00, lambda=1.00
## - Fold08.Rep09: gamma=1.00, lambda=1.00
## + Fold09.Rep09: gamma=0.25, lambda=0.00
## - Fold09.Rep09: gamma=0.25, lambda=0.00
## + Fold09.Rep09: gamma=0.50, lambda=0.00
## - Fold09.Rep09: gamma=0.50, lambda=0.00
## + Fold09.Rep09: gamma=0.75, lambda=0.00
## - Fold09.Rep09: gamma=0.75, lambda=0.00
## + Fold09.Rep09: gamma=1.00, lambda=0.00
## - Fold09.Rep09: gamma=1.00, lambda=0.00
## + Fold09.Rep09: gamma=0.25, lambda=0.25
## - Fold09.Rep09: gamma=0.25, lambda=0.25
## + Fold09.Rep09: gamma=0.50, lambda=0.25
## - Fold09.Rep09: gamma=0.50, lambda=0.25
## + Fold09.Rep09: gamma=0.75, lambda=0.25
## - Fold09.Rep09: gamma=0.75, lambda=0.25
## + Fold09.Rep09: gamma=1.00, lambda=0.25
## - Fold09.Rep09: gamma=1.00, lambda=0.25
## + Fold09.Rep09: gamma=0.25, lambda=0.50
## - Fold09.Rep09: gamma=0.25, lambda=0.50
## + Fold09.Rep09: gamma=0.50, lambda=0.50
## - Fold09.Rep09: gamma=0.50, lambda=0.50
## + Fold09.Rep09: gamma=0.75, lambda=0.50
## - Fold09.Rep09: gamma=0.75, lambda=0.50
## + Fold09.Rep09: gamma=1.00, lambda=0.50
## - Fold09.Rep09: gamma=1.00, lambda=0.50
## + Fold09.Rep09: gamma=0.25, lambda=0.75
## - Fold09.Rep09: gamma=0.25, lambda=0.75
## + Fold09.Rep09: gamma=0.50, lambda=0.75
## - Fold09.Rep09: gamma=0.50, lambda=0.75
## + Fold09.Rep09: gamma=0.75, lambda=0.75
## - Fold09.Rep09: gamma=0.75, lambda=0.75
## + Fold09.Rep09: gamma=1.00, lambda=0.75
## - Fold09.Rep09: gamma=1.00, lambda=0.75
## + Fold09.Rep09: gamma=0.25, lambda=1.00
## - Fold09.Rep09: gamma=0.25, lambda=1.00
## + Fold09.Rep09: gamma=0.50, lambda=1.00
## - Fold09.Rep09: gamma=0.50, lambda=1.00
## + Fold09.Rep09: gamma=0.75, lambda=1.00
## - Fold09.Rep09: gamma=0.75, lambda=1.00
## + Fold09.Rep09: gamma=1.00, lambda=1.00
## - Fold09.Rep09: gamma=1.00, lambda=1.00
## + Fold10.Rep09: gamma=0.25, lambda=0.00
## - Fold10.Rep09: gamma=0.25, lambda=0.00
## + Fold10.Rep09: gamma=0.50, lambda=0.00
## - Fold10.Rep09: gamma=0.50, lambda=0.00
## + Fold10.Rep09: gamma=0.75, lambda=0.00
## - Fold10.Rep09: gamma=0.75, lambda=0.00
## + Fold10.Rep09: gamma=1.00, lambda=0.00
## - Fold10.Rep09: gamma=1.00, lambda=0.00
## + Fold10.Rep09: gamma=0.25, lambda=0.25
## - Fold10.Rep09: gamma=0.25, lambda=0.25
## + Fold10.Rep09: gamma=0.50, lambda=0.25
## - Fold10.Rep09: gamma=0.50, lambda=0.25
## + Fold10.Rep09: gamma=0.75, lambda=0.25
## - Fold10.Rep09: gamma=0.75, lambda=0.25
## + Fold10.Rep09: gamma=1.00, lambda=0.25
## - Fold10.Rep09: gamma=1.00, lambda=0.25
## + Fold10.Rep09: gamma=0.25, lambda=0.50
## - Fold10.Rep09: gamma=0.25, lambda=0.50
## + Fold10.Rep09: gamma=0.50, lambda=0.50
## - Fold10.Rep09: gamma=0.50, lambda=0.50
## + Fold10.Rep09: gamma=0.75, lambda=0.50
## - Fold10.Rep09: gamma=0.75, lambda=0.50
## + Fold10.Rep09: gamma=1.00, lambda=0.50
## - Fold10.Rep09: gamma=1.00, lambda=0.50
## + Fold10.Rep09: gamma=0.25, lambda=0.75
## - Fold10.Rep09: gamma=0.25, lambda=0.75
## + Fold10.Rep09: gamma=0.50, lambda=0.75
## - Fold10.Rep09: gamma=0.50, lambda=0.75
## + Fold10.Rep09: gamma=0.75, lambda=0.75
## - Fold10.Rep09: gamma=0.75, lambda=0.75
## + Fold10.Rep09: gamma=1.00, lambda=0.75
## - Fold10.Rep09: gamma=1.00, lambda=0.75
## + Fold10.Rep09: gamma=0.25, lambda=1.00
## - Fold10.Rep09: gamma=0.25, lambda=1.00
## + Fold10.Rep09: gamma=0.50, lambda=1.00
## - Fold10.Rep09: gamma=0.50, lambda=1.00
## + Fold10.Rep09: gamma=0.75, lambda=1.00
## - Fold10.Rep09: gamma=0.75, lambda=1.00
## + Fold10.Rep09: gamma=1.00, lambda=1.00
## - Fold10.Rep09: gamma=1.00, lambda=1.00
## + Fold01.Rep10: gamma=0.25, lambda=0.00
## - Fold01.Rep10: gamma=0.25, lambda=0.00
## + Fold01.Rep10: gamma=0.50, lambda=0.00
## - Fold01.Rep10: gamma=0.50, lambda=0.00
## + Fold01.Rep10: gamma=0.75, lambda=0.00
## - Fold01.Rep10: gamma=0.75, lambda=0.00
## + Fold01.Rep10: gamma=1.00, lambda=0.00
## - Fold01.Rep10: gamma=1.00, lambda=0.00
## + Fold01.Rep10: gamma=0.25, lambda=0.25
## - Fold01.Rep10: gamma=0.25, lambda=0.25
## + Fold01.Rep10: gamma=0.50, lambda=0.25
## - Fold01.Rep10: gamma=0.50, lambda=0.25
## + Fold01.Rep10: gamma=0.75, lambda=0.25
## - Fold01.Rep10: gamma=0.75, lambda=0.25
## + Fold01.Rep10: gamma=1.00, lambda=0.25
## - Fold01.Rep10: gamma=1.00, lambda=0.25
## + Fold01.Rep10: gamma=0.25, lambda=0.50
## - Fold01.Rep10: gamma=0.25, lambda=0.50
## + Fold01.Rep10: gamma=0.50, lambda=0.50
## - Fold01.Rep10: gamma=0.50, lambda=0.50
## + Fold01.Rep10: gamma=0.75, lambda=0.50
## - Fold01.Rep10: gamma=0.75, lambda=0.50
## + Fold01.Rep10: gamma=1.00, lambda=0.50
## - Fold01.Rep10: gamma=1.00, lambda=0.50
## + Fold01.Rep10: gamma=0.25, lambda=0.75
## - Fold01.Rep10: gamma=0.25, lambda=0.75
## + Fold01.Rep10: gamma=0.50, lambda=0.75
## - Fold01.Rep10: gamma=0.50, lambda=0.75
## + Fold01.Rep10: gamma=0.75, lambda=0.75
## - Fold01.Rep10: gamma=0.75, lambda=0.75
## + Fold01.Rep10: gamma=1.00, lambda=0.75
## - Fold01.Rep10: gamma=1.00, lambda=0.75
## + Fold01.Rep10: gamma=0.25, lambda=1.00
## - Fold01.Rep10: gamma=0.25, lambda=1.00
## + Fold01.Rep10: gamma=0.50, lambda=1.00
## - Fold01.Rep10: gamma=0.50, lambda=1.00
## + Fold01.Rep10: gamma=0.75, lambda=1.00
## - Fold01.Rep10: gamma=0.75, lambda=1.00
## + Fold01.Rep10: gamma=1.00, lambda=1.00
## - Fold01.Rep10: gamma=1.00, lambda=1.00
## + Fold02.Rep10: gamma=0.25, lambda=0.00
## - Fold02.Rep10: gamma=0.25, lambda=0.00
## + Fold02.Rep10: gamma=0.50, lambda=0.00
## - Fold02.Rep10: gamma=0.50, lambda=0.00
## + Fold02.Rep10: gamma=0.75, lambda=0.00
## - Fold02.Rep10: gamma=0.75, lambda=0.00
## + Fold02.Rep10: gamma=1.00, lambda=0.00
## - Fold02.Rep10: gamma=1.00, lambda=0.00
## + Fold02.Rep10: gamma=0.25, lambda=0.25
## - Fold02.Rep10: gamma=0.25, lambda=0.25
## + Fold02.Rep10: gamma=0.50, lambda=0.25
## - Fold02.Rep10: gamma=0.50, lambda=0.25
## + Fold02.Rep10: gamma=0.75, lambda=0.25
## - Fold02.Rep10: gamma=0.75, lambda=0.25
## + Fold02.Rep10: gamma=1.00, lambda=0.25
## - Fold02.Rep10: gamma=1.00, lambda=0.25
## + Fold02.Rep10: gamma=0.25, lambda=0.50
## - Fold02.Rep10: gamma=0.25, lambda=0.50
## + Fold02.Rep10: gamma=0.50, lambda=0.50
## - Fold02.Rep10: gamma=0.50, lambda=0.50
## + Fold02.Rep10: gamma=0.75, lambda=0.50
## - Fold02.Rep10: gamma=0.75, lambda=0.50
## + Fold02.Rep10: gamma=1.00, lambda=0.50
## - Fold02.Rep10: gamma=1.00, lambda=0.50
## + Fold02.Rep10: gamma=0.25, lambda=0.75
## - Fold02.Rep10: gamma=0.25, lambda=0.75
## + Fold02.Rep10: gamma=0.50, lambda=0.75
## - Fold02.Rep10: gamma=0.50, lambda=0.75
## + Fold02.Rep10: gamma=0.75, lambda=0.75
## - Fold02.Rep10: gamma=0.75, lambda=0.75
## + Fold02.Rep10: gamma=1.00, lambda=0.75
## - Fold02.Rep10: gamma=1.00, lambda=0.75
## + Fold02.Rep10: gamma=0.25, lambda=1.00
## - Fold02.Rep10: gamma=0.25, lambda=1.00
## + Fold02.Rep10: gamma=0.50, lambda=1.00
## - Fold02.Rep10: gamma=0.50, lambda=1.00
## + Fold02.Rep10: gamma=0.75, lambda=1.00
## - Fold02.Rep10: gamma=0.75, lambda=1.00
## + Fold02.Rep10: gamma=1.00, lambda=1.00
## - Fold02.Rep10: gamma=1.00, lambda=1.00
## + Fold03.Rep10: gamma=0.25, lambda=0.00
## - Fold03.Rep10: gamma=0.25, lambda=0.00
## + Fold03.Rep10: gamma=0.50, lambda=0.00
## - Fold03.Rep10: gamma=0.50, lambda=0.00
## + Fold03.Rep10: gamma=0.75, lambda=0.00
## - Fold03.Rep10: gamma=0.75, lambda=0.00
## + Fold03.Rep10: gamma=1.00, lambda=0.00
## - Fold03.Rep10: gamma=1.00, lambda=0.00
## + Fold03.Rep10: gamma=0.25, lambda=0.25
## - Fold03.Rep10: gamma=0.25, lambda=0.25
## + Fold03.Rep10: gamma=0.50, lambda=0.25
## - Fold03.Rep10: gamma=0.50, lambda=0.25
## + Fold03.Rep10: gamma=0.75, lambda=0.25
## - Fold03.Rep10: gamma=0.75, lambda=0.25
## + Fold03.Rep10: gamma=1.00, lambda=0.25
## - Fold03.Rep10: gamma=1.00, lambda=0.25
## + Fold03.Rep10: gamma=0.25, lambda=0.50
## - Fold03.Rep10: gamma=0.25, lambda=0.50
## + Fold03.Rep10: gamma=0.50, lambda=0.50
## - Fold03.Rep10: gamma=0.50, lambda=0.50
## + Fold03.Rep10: gamma=0.75, lambda=0.50
## - Fold03.Rep10: gamma=0.75, lambda=0.50
## + Fold03.Rep10: gamma=1.00, lambda=0.50
## - Fold03.Rep10: gamma=1.00, lambda=0.50
## + Fold03.Rep10: gamma=0.25, lambda=0.75
## - Fold03.Rep10: gamma=0.25, lambda=0.75
## + Fold03.Rep10: gamma=0.50, lambda=0.75
## - Fold03.Rep10: gamma=0.50, lambda=0.75
## + Fold03.Rep10: gamma=0.75, lambda=0.75
## - Fold03.Rep10: gamma=0.75, lambda=0.75
## + Fold03.Rep10: gamma=1.00, lambda=0.75
## - Fold03.Rep10: gamma=1.00, lambda=0.75
## + Fold03.Rep10: gamma=0.25, lambda=1.00
## - Fold03.Rep10: gamma=0.25, lambda=1.00
## + Fold03.Rep10: gamma=0.50, lambda=1.00
## - Fold03.Rep10: gamma=0.50, lambda=1.00
## + Fold03.Rep10: gamma=0.75, lambda=1.00
## - Fold03.Rep10: gamma=0.75, lambda=1.00
## + Fold03.Rep10: gamma=1.00, lambda=1.00
## - Fold03.Rep10: gamma=1.00, lambda=1.00
## + Fold04.Rep10: gamma=0.25, lambda=0.00
## - Fold04.Rep10: gamma=0.25, lambda=0.00
## + Fold04.Rep10: gamma=0.50, lambda=0.00
## - Fold04.Rep10: gamma=0.50, lambda=0.00
## + Fold04.Rep10: gamma=0.75, lambda=0.00
## - Fold04.Rep10: gamma=0.75, lambda=0.00
## + Fold04.Rep10: gamma=1.00, lambda=0.00
## - Fold04.Rep10: gamma=1.00, lambda=0.00
## + Fold04.Rep10: gamma=0.25, lambda=0.25
## - Fold04.Rep10: gamma=0.25, lambda=0.25
## + Fold04.Rep10: gamma=0.50, lambda=0.25
## - Fold04.Rep10: gamma=0.50, lambda=0.25
## + Fold04.Rep10: gamma=0.75, lambda=0.25
## - Fold04.Rep10: gamma=0.75, lambda=0.25
## + Fold04.Rep10: gamma=1.00, lambda=0.25
## - Fold04.Rep10: gamma=1.00, lambda=0.25
## + Fold04.Rep10: gamma=0.25, lambda=0.50
## - Fold04.Rep10: gamma=0.25, lambda=0.50
## + Fold04.Rep10: gamma=0.50, lambda=0.50
## - Fold04.Rep10: gamma=0.50, lambda=0.50
## + Fold04.Rep10: gamma=0.75, lambda=0.50
## - Fold04.Rep10: gamma=0.75, lambda=0.50
## + Fold04.Rep10: gamma=1.00, lambda=0.50
## - Fold04.Rep10: gamma=1.00, lambda=0.50
## + Fold04.Rep10: gamma=0.25, lambda=0.75
## - Fold04.Rep10: gamma=0.25, lambda=0.75
## + Fold04.Rep10: gamma=0.50, lambda=0.75
## - Fold04.Rep10: gamma=0.50, lambda=0.75
## + Fold04.Rep10: gamma=0.75, lambda=0.75
## - Fold04.Rep10: gamma=0.75, lambda=0.75
## + Fold04.Rep10: gamma=1.00, lambda=0.75
## - Fold04.Rep10: gamma=1.00, lambda=0.75
## + Fold04.Rep10: gamma=0.25, lambda=1.00
## - Fold04.Rep10: gamma=0.25, lambda=1.00
## + Fold04.Rep10: gamma=0.50, lambda=1.00
## - Fold04.Rep10: gamma=0.50, lambda=1.00
## + Fold04.Rep10: gamma=0.75, lambda=1.00
## - Fold04.Rep10: gamma=0.75, lambda=1.00
## + Fold04.Rep10: gamma=1.00, lambda=1.00
## - Fold04.Rep10: gamma=1.00, lambda=1.00
## + Fold05.Rep10: gamma=0.25, lambda=0.00
## - Fold05.Rep10: gamma=0.25, lambda=0.00
## + Fold05.Rep10: gamma=0.50, lambda=0.00
## - Fold05.Rep10: gamma=0.50, lambda=0.00
## + Fold05.Rep10: gamma=0.75, lambda=0.00
## - Fold05.Rep10: gamma=0.75, lambda=0.00
## + Fold05.Rep10: gamma=1.00, lambda=0.00
## - Fold05.Rep10: gamma=1.00, lambda=0.00
## + Fold05.Rep10: gamma=0.25, lambda=0.25
## - Fold05.Rep10: gamma=0.25, lambda=0.25
## + Fold05.Rep10: gamma=0.50, lambda=0.25
## - Fold05.Rep10: gamma=0.50, lambda=0.25
## + Fold05.Rep10: gamma=0.75, lambda=0.25
## - Fold05.Rep10: gamma=0.75, lambda=0.25
## + Fold05.Rep10: gamma=1.00, lambda=0.25
## - Fold05.Rep10: gamma=1.00, lambda=0.25
## + Fold05.Rep10: gamma=0.25, lambda=0.50
## - Fold05.Rep10: gamma=0.25, lambda=0.50
## + Fold05.Rep10: gamma=0.50, lambda=0.50
## - Fold05.Rep10: gamma=0.50, lambda=0.50
## + Fold05.Rep10: gamma=0.75, lambda=0.50
## - Fold05.Rep10: gamma=0.75, lambda=0.50
## + Fold05.Rep10: gamma=1.00, lambda=0.50
## - Fold05.Rep10: gamma=1.00, lambda=0.50
## + Fold05.Rep10: gamma=0.25, lambda=0.75
## - Fold05.Rep10: gamma=0.25, lambda=0.75
## + Fold05.Rep10: gamma=0.50, lambda=0.75
## - Fold05.Rep10: gamma=0.50, lambda=0.75
## + Fold05.Rep10: gamma=0.75, lambda=0.75
## - Fold05.Rep10: gamma=0.75, lambda=0.75
## + Fold05.Rep10: gamma=1.00, lambda=0.75
## - Fold05.Rep10: gamma=1.00, lambda=0.75
## + Fold05.Rep10: gamma=0.25, lambda=1.00
## - Fold05.Rep10: gamma=0.25, lambda=1.00
## + Fold05.Rep10: gamma=0.50, lambda=1.00
## - Fold05.Rep10: gamma=0.50, lambda=1.00
## + Fold05.Rep10: gamma=0.75, lambda=1.00
## - Fold05.Rep10: gamma=0.75, lambda=1.00
## + Fold05.Rep10: gamma=1.00, lambda=1.00
## - Fold05.Rep10: gamma=1.00, lambda=1.00
## + Fold06.Rep10: gamma=0.25, lambda=0.00
## - Fold06.Rep10: gamma=0.25, lambda=0.00
## + Fold06.Rep10: gamma=0.50, lambda=0.00
## - Fold06.Rep10: gamma=0.50, lambda=0.00
## + Fold06.Rep10: gamma=0.75, lambda=0.00
## - Fold06.Rep10: gamma=0.75, lambda=0.00
## + Fold06.Rep10: gamma=1.00, lambda=0.00
## - Fold06.Rep10: gamma=1.00, lambda=0.00
## + Fold06.Rep10: gamma=0.25, lambda=0.25
## - Fold06.Rep10: gamma=0.25, lambda=0.25
## + Fold06.Rep10: gamma=0.50, lambda=0.25
## - Fold06.Rep10: gamma=0.50, lambda=0.25
## + Fold06.Rep10: gamma=0.75, lambda=0.25
## - Fold06.Rep10: gamma=0.75, lambda=0.25
## + Fold06.Rep10: gamma=1.00, lambda=0.25
## - Fold06.Rep10: gamma=1.00, lambda=0.25
## + Fold06.Rep10: gamma=0.25, lambda=0.50
## - Fold06.Rep10: gamma=0.25, lambda=0.50
## + Fold06.Rep10: gamma=0.50, lambda=0.50
## - Fold06.Rep10: gamma=0.50, lambda=0.50
## + Fold06.Rep10: gamma=0.75, lambda=0.50
## - Fold06.Rep10: gamma=0.75, lambda=0.50
## + Fold06.Rep10: gamma=1.00, lambda=0.50
## - Fold06.Rep10: gamma=1.00, lambda=0.50
## + Fold06.Rep10: gamma=0.25, lambda=0.75
## - Fold06.Rep10: gamma=0.25, lambda=0.75
## + Fold06.Rep10: gamma=0.50, lambda=0.75
## - Fold06.Rep10: gamma=0.50, lambda=0.75
## + Fold06.Rep10: gamma=0.75, lambda=0.75
## - Fold06.Rep10: gamma=0.75, lambda=0.75
## + Fold06.Rep10: gamma=1.00, lambda=0.75
## - Fold06.Rep10: gamma=1.00, lambda=0.75
## + Fold06.Rep10: gamma=0.25, lambda=1.00
## - Fold06.Rep10: gamma=0.25, lambda=1.00
## + Fold06.Rep10: gamma=0.50, lambda=1.00
## - Fold06.Rep10: gamma=0.50, lambda=1.00
## + Fold06.Rep10: gamma=0.75, lambda=1.00
## - Fold06.Rep10: gamma=0.75, lambda=1.00
## + Fold06.Rep10: gamma=1.00, lambda=1.00
## - Fold06.Rep10: gamma=1.00, lambda=1.00
## + Fold07.Rep10: gamma=0.25, lambda=0.00
## - Fold07.Rep10: gamma=0.25, lambda=0.00
## + Fold07.Rep10: gamma=0.50, lambda=0.00
## - Fold07.Rep10: gamma=0.50, lambda=0.00
## + Fold07.Rep10: gamma=0.75, lambda=0.00
## - Fold07.Rep10: gamma=0.75, lambda=0.00
## + Fold07.Rep10: gamma=1.00, lambda=0.00
## - Fold07.Rep10: gamma=1.00, lambda=0.00
## + Fold07.Rep10: gamma=0.25, lambda=0.25
## - Fold07.Rep10: gamma=0.25, lambda=0.25
## + Fold07.Rep10: gamma=0.50, lambda=0.25
## - Fold07.Rep10: gamma=0.50, lambda=0.25
## + Fold07.Rep10: gamma=0.75, lambda=0.25
## - Fold07.Rep10: gamma=0.75, lambda=0.25
## + Fold07.Rep10: gamma=1.00, lambda=0.25
## - Fold07.Rep10: gamma=1.00, lambda=0.25
## + Fold07.Rep10: gamma=0.25, lambda=0.50
## - Fold07.Rep10: gamma=0.25, lambda=0.50
## + Fold07.Rep10: gamma=0.50, lambda=0.50
## - Fold07.Rep10: gamma=0.50, lambda=0.50
## + Fold07.Rep10: gamma=0.75, lambda=0.50
## - Fold07.Rep10: gamma=0.75, lambda=0.50
## + Fold07.Rep10: gamma=1.00, lambda=0.50
## - Fold07.Rep10: gamma=1.00, lambda=0.50
## + Fold07.Rep10: gamma=0.25, lambda=0.75
## - Fold07.Rep10: gamma=0.25, lambda=0.75
## + Fold07.Rep10: gamma=0.50, lambda=0.75
## - Fold07.Rep10: gamma=0.50, lambda=0.75
## + Fold07.Rep10: gamma=0.75, lambda=0.75
## - Fold07.Rep10: gamma=0.75, lambda=0.75
## + Fold07.Rep10: gamma=1.00, lambda=0.75
## - Fold07.Rep10: gamma=1.00, lambda=0.75
## + Fold07.Rep10: gamma=0.25, lambda=1.00
## - Fold07.Rep10: gamma=0.25, lambda=1.00
## + Fold07.Rep10: gamma=0.50, lambda=1.00
## - Fold07.Rep10: gamma=0.50, lambda=1.00
## + Fold07.Rep10: gamma=0.75, lambda=1.00
## - Fold07.Rep10: gamma=0.75, lambda=1.00
## + Fold07.Rep10: gamma=1.00, lambda=1.00
## - Fold07.Rep10: gamma=1.00, lambda=1.00
## + Fold08.Rep10: gamma=0.25, lambda=0.00
## - Fold08.Rep10: gamma=0.25, lambda=0.00
## + Fold08.Rep10: gamma=0.50, lambda=0.00
## - Fold08.Rep10: gamma=0.50, lambda=0.00
## + Fold08.Rep10: gamma=0.75, lambda=0.00
## - Fold08.Rep10: gamma=0.75, lambda=0.00
## + Fold08.Rep10: gamma=1.00, lambda=0.00
## - Fold08.Rep10: gamma=1.00, lambda=0.00
## + Fold08.Rep10: gamma=0.25, lambda=0.25
## - Fold08.Rep10: gamma=0.25, lambda=0.25
## + Fold08.Rep10: gamma=0.50, lambda=0.25
## - Fold08.Rep10: gamma=0.50, lambda=0.25
## + Fold08.Rep10: gamma=0.75, lambda=0.25
## - Fold08.Rep10: gamma=0.75, lambda=0.25
## + Fold08.Rep10: gamma=1.00, lambda=0.25
## - Fold08.Rep10: gamma=1.00, lambda=0.25
## + Fold08.Rep10: gamma=0.25, lambda=0.50
## - Fold08.Rep10: gamma=0.25, lambda=0.50
## + Fold08.Rep10: gamma=0.50, lambda=0.50
## - Fold08.Rep10: gamma=0.50, lambda=0.50
## + Fold08.Rep10: gamma=0.75, lambda=0.50
## - Fold08.Rep10: gamma=0.75, lambda=0.50
## + Fold08.Rep10: gamma=1.00, lambda=0.50
## - Fold08.Rep10: gamma=1.00, lambda=0.50
## + Fold08.Rep10: gamma=0.25, lambda=0.75
## - Fold08.Rep10: gamma=0.25, lambda=0.75
## + Fold08.Rep10: gamma=0.50, lambda=0.75
## - Fold08.Rep10: gamma=0.50, lambda=0.75
## + Fold08.Rep10: gamma=0.75, lambda=0.75
## - Fold08.Rep10: gamma=0.75, lambda=0.75
## + Fold08.Rep10: gamma=1.00, lambda=0.75
## - Fold08.Rep10: gamma=1.00, lambda=0.75
## + Fold08.Rep10: gamma=0.25, lambda=1.00
## - Fold08.Rep10: gamma=0.25, lambda=1.00
## + Fold08.Rep10: gamma=0.50, lambda=1.00
## - Fold08.Rep10: gamma=0.50, lambda=1.00
## + Fold08.Rep10: gamma=0.75, lambda=1.00
## - Fold08.Rep10: gamma=0.75, lambda=1.00
## + Fold08.Rep10: gamma=1.00, lambda=1.00
## - Fold08.Rep10: gamma=1.00, lambda=1.00
## + Fold09.Rep10: gamma=0.25, lambda=0.00
## - Fold09.Rep10: gamma=0.25, lambda=0.00
## + Fold09.Rep10: gamma=0.50, lambda=0.00
## - Fold09.Rep10: gamma=0.50, lambda=0.00
## + Fold09.Rep10: gamma=0.75, lambda=0.00
## - Fold09.Rep10: gamma=0.75, lambda=0.00
## + Fold09.Rep10: gamma=1.00, lambda=0.00
## - Fold09.Rep10: gamma=1.00, lambda=0.00
## + Fold09.Rep10: gamma=0.25, lambda=0.25
## - Fold09.Rep10: gamma=0.25, lambda=0.25
## + Fold09.Rep10: gamma=0.50, lambda=0.25
## - Fold09.Rep10: gamma=0.50, lambda=0.25
## + Fold09.Rep10: gamma=0.75, lambda=0.25
## - Fold09.Rep10: gamma=0.75, lambda=0.25
## + Fold09.Rep10: gamma=1.00, lambda=0.25
## - Fold09.Rep10: gamma=1.00, lambda=0.25
## + Fold09.Rep10: gamma=0.25, lambda=0.50
## - Fold09.Rep10: gamma=0.25, lambda=0.50
## + Fold09.Rep10: gamma=0.50, lambda=0.50
## - Fold09.Rep10: gamma=0.50, lambda=0.50
## + Fold09.Rep10: gamma=0.75, lambda=0.50
## - Fold09.Rep10: gamma=0.75, lambda=0.50
## + Fold09.Rep10: gamma=1.00, lambda=0.50
## - Fold09.Rep10: gamma=1.00, lambda=0.50
## + Fold09.Rep10: gamma=0.25, lambda=0.75
## - Fold09.Rep10: gamma=0.25, lambda=0.75
## + Fold09.Rep10: gamma=0.50, lambda=0.75
## - Fold09.Rep10: gamma=0.50, lambda=0.75
## + Fold09.Rep10: gamma=0.75, lambda=0.75
## - Fold09.Rep10: gamma=0.75, lambda=0.75
## + Fold09.Rep10: gamma=1.00, lambda=0.75
## - Fold09.Rep10: gamma=1.00, lambda=0.75
## + Fold09.Rep10: gamma=0.25, lambda=1.00
## - Fold09.Rep10: gamma=0.25, lambda=1.00
## + Fold09.Rep10: gamma=0.50, lambda=1.00
## - Fold09.Rep10: gamma=0.50, lambda=1.00
## + Fold09.Rep10: gamma=0.75, lambda=1.00
## - Fold09.Rep10: gamma=0.75, lambda=1.00
## + Fold09.Rep10: gamma=1.00, lambda=1.00
## - Fold09.Rep10: gamma=1.00, lambda=1.00
## + Fold10.Rep10: gamma=0.25, lambda=0.00
## - Fold10.Rep10: gamma=0.25, lambda=0.00
## + Fold10.Rep10: gamma=0.50, lambda=0.00
## - Fold10.Rep10: gamma=0.50, lambda=0.00
## + Fold10.Rep10: gamma=0.75, lambda=0.00
## - Fold10.Rep10: gamma=0.75, lambda=0.00
## + Fold10.Rep10: gamma=1.00, lambda=0.00
## - Fold10.Rep10: gamma=1.00, lambda=0.00
## + Fold10.Rep10: gamma=0.25, lambda=0.25
## - Fold10.Rep10: gamma=0.25, lambda=0.25
## + Fold10.Rep10: gamma=0.50, lambda=0.25
## - Fold10.Rep10: gamma=0.50, lambda=0.25
## + Fold10.Rep10: gamma=0.75, lambda=0.25
## - Fold10.Rep10: gamma=0.75, lambda=0.25
## + Fold10.Rep10: gamma=1.00, lambda=0.25
## - Fold10.Rep10: gamma=1.00, lambda=0.25
## + Fold10.Rep10: gamma=0.25, lambda=0.50
## - Fold10.Rep10: gamma=0.25, lambda=0.50
## + Fold10.Rep10: gamma=0.50, lambda=0.50
## - Fold10.Rep10: gamma=0.50, lambda=0.50
## + Fold10.Rep10: gamma=0.75, lambda=0.50
## - Fold10.Rep10: gamma=0.75, lambda=0.50
## + Fold10.Rep10: gamma=1.00, lambda=0.50
## - Fold10.Rep10: gamma=1.00, lambda=0.50
## + Fold10.Rep10: gamma=0.25, lambda=0.75
## - Fold10.Rep10: gamma=0.25, lambda=0.75
## + Fold10.Rep10: gamma=0.50, lambda=0.75
## - Fold10.Rep10: gamma=0.50, lambda=0.75
## + Fold10.Rep10: gamma=0.75, lambda=0.75
## - Fold10.Rep10: gamma=0.75, lambda=0.75
## + Fold10.Rep10: gamma=1.00, lambda=0.75
## - Fold10.Rep10: gamma=1.00, lambda=0.75
## + Fold10.Rep10: gamma=0.25, lambda=1.00
## - Fold10.Rep10: gamma=0.25, lambda=1.00
## + Fold10.Rep10: gamma=0.50, lambda=1.00
## - Fold10.Rep10: gamma=0.50, lambda=1.00
## + Fold10.Rep10: gamma=0.75, lambda=1.00
## - Fold10.Rep10: gamma=0.75, lambda=1.00
## + Fold10.Rep10: gamma=1.00, lambda=1.00
## - Fold10.Rep10: gamma=1.00, lambda=1.00
## Aggregating results
## Selecting tuning parameters
## Fitting gamma = 0.25, lambda = 0.75 on full training set
confmat <- confusionMatrix(rdafit.idh, mode = "prec_recall")
pdf("confmat-cv.pdf", width=3, height = 2.5)
pheatmap(
confmat$table,
color = brewer.pal(10, 'Blues'),
display_numbers = T,
number_color = 'black',
number_format = '%.2f',
cluster_rows = F,
cluster_cols = F
)
## Warning in brewer.pal(10, "Blues"): n too large, allowed maximum for palette Blues is 9
## Returning the palette you asked for with that many colors
dev.off()
## pdf
## 3
tt <- rdafit.idh$pred[rdafit.idh$pred$gamma == 0.25 & rdafit.idh$pred$lambda == 0.75,]
confmat <- confusionMatrix(tt$pred, tt$obs, mode = "prec_recall")
confmat
## Confusion Matrix and Statistics
##
## Reference
## Prediction IDHmut.codel IDHmut.non.codel IDHwt
## IDHmut.codel 1162 37 5
## IDHmut.non.codel 18 1654 103
## IDHwt 0 49 1592
##
## Overall Statistics
##
## Accuracy : 0.9541
## 95% CI : (0.9477, 0.96)
## No Information Rate : 0.3766
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.9303
##
## Mcnemar's Test P-Value : 9.606e-07
##
## Statistics by Class:
##
## Class: IDHmut.codel Class: IDHmut.non.codel Class: IDHwt
## Precision 0.9651 0.9318 0.9701
## Recall 0.9847 0.9506 0.9365
## F1 0.9748 0.9411 0.9530
## Prevalence 0.2554 0.3766 0.3680
## Detection Rate 0.2515 0.3580 0.3446
## Detection Prevalence 0.2606 0.3842 0.3552
## Balanced Accuracy 0.9863 0.9543 0.9598
pheatmap(
confmat$table,
color = brewer.pal(10, 'Blues'),
display_numbers = T,
number_color = 'black',
number_format = '%.2f',
cluster_rows = F,
cluster_cols = F
)
## Warning in brewer.pal(10, "Blues"): n too large, allowed maximum for palette Blues is 9
## Returning the palette you asked for with that many colors
cc <- data.frame(group=rownames(confmat$byClass), confmat$byClass[,-c(6,8:10)])
#devtools::install_github("ricardo-bion/ggradar",
# dependencies = TRUE)
library (ggradar)
ggradar(cc)
ggsave("confmat-cv-radar.pdf", width = 12, height = 12, device = cairo_pdf)
## blind internal testing
pptesting <- predict(pp, testing)
preds <- predict(rdafit.idh, pptesting[,-c(1:6, 62)])
pptesting$idh.codel <- factor(pptesting$idh.codel)
confmat <- confusionMatrix(preds, pptesting$idh.codel, mode="prec_recall")
pdf("confmat-testing.pdf", width = 3, height = 2.5)
pheatmap(
confmat$table,
color = brewer.pal(10, 'Blues'),
display_numbers = T,
number_color = 'black',
number_format = '%d',
cluster_rows = F,
cluster_cols = F
)
## Warning in brewer.pal(10, "Blues"): n too large, allowed maximum for palette Blues is 9
## Returning the palette you asked for with that many colors
dev.off()
## pdf
## 3
cc <- data.frame(group=rownames(confmat$byClass), confmat$byClass[,-c(6,8:10)])
ggradar(cc)
ggsave("confmat-testing-radar.pdf", width = 12, height = 12, device = cairo_pdf)
#write.confmat.tex(confmat$table, "confmat-testing.tex")
#write.confmat.tex(confmat$byClass[,c(1:4,7,11)], "confmat-byclass-testing.tex")
# --- feature importance ---#
vi <- filterVarImp(x = pptraining[,-c(1:6,ncol(pptraining))], y = factor(pptraining$idh.codel))
vi <- vi[order(apply(vi,1,sum)),]
vi$gene <- rownames(vi)
vi$gene <- factor(vi$gene, levels = vi$gene)
mvi <- melt(vi, id.vars = "gene")
ggplot(mvi, aes(gene, value, color=variable))+
#geom_hline(yintercept = seq(0.5,1.0,0.1), linetype=2, size=0.1)+
geom_point(shape=15, size=2, alpha=0.8)+
ylim(c(0.5,1))+
#coord_flip()+
#theme_Publication()+
theme(axis.text.x = element_text(angle = 90, hjust = 1, vjust=0.3, size=8))+
xlab("Gene")+
ylab("AUROC")+
scale_colour_Publication(name="Subtype") +
theme(legend.margin=margin(t = 0, unit='cm'))
ggsave("featureImp.pdf", width = 8, height = 3, device = cairo_pdf)
# --- visualisation --- #
## circular heatmap
## CV
preds.cv <- data.frame(
subtype = tt$obs,
tt[,3:5]
)
preds.cv <- preds.cv[order(preds.cv$subtype),]
preds.cv$n <- factor(rownames(preds.cv), levels = as.numeric(rownames(preds.cv)))
m.preds.cv <- melt(preds.cv, id.vars = c("subtype", "n"))
m.preds.cv$var2 <- as.numeric(m.preds.cv$variable) + 5
ggplot()+
geom_tile(aes(m.preds.cv$n, m.preds.cv$var2, fill=m.preds.cv$value))+
scale_fill_gradient(low = "grey95", high = "midnightblue", name="Probability")+
coord_polar(theta = "x")+
geom_tile(aes(m.preds.cv$n, 5), fill=colors[as.numeric(as.factor(m.preds.cv$subtype))])+
ylim(c(0,max(m.preds.cv$var2)+0.5))+
theme_classic()+
theme(
panel.background=element_blank(),
axis.title=element_blank(),
panel.grid=element_blank(),
axis.text.x=element_blank(),
axis.ticks=element_blank(),
axis.text.y=element_blank(),
axis.line = element_blank()
)
ggsave("circ-heatmap-cv.pdf", width = 4, height = 4, device = cairo_pdf)
## testing
preds.testing <- data.frame(
subtype = pptesting$idh.codel,
predict(rdafit.idh, pptesting, type = "prob")
)
preds.testing <- preds.testing[order(preds.testing$subtype),]
preds.testing$n <- factor(rownames(preds.testing), levels = as.numeric(rownames(preds.testing)))
m.preds.testing <- melt(preds.testing, id.vars = c("subtype", "n"))
m.preds.testing$var2 <- as.numeric(m.preds.testing$variable) + 5
ggplot()+
geom_tile(aes(m.preds.testing$n, m.preds.testing$var2, fill=m.preds.testing$value))+
scale_fill_gradient(low = "grey95", high = "midnightblue", name="Probability")+
coord_polar(theta = "x")+
geom_tile(aes(m.preds.testing$n, 5), fill=colors[as.numeric(as.factor(m.preds.testing$subtype))])+
ylim(c(0,max(m.preds.testing$var2)+0.5))+
theme_classic()+
theme(
panel.background=element_blank(),
axis.title=element_blank(),
panel.grid=element_blank(),
axis.text.x=element_blank(),
axis.ticks=element_blank(),
axis.text.y=element_blank(),
axis.line = element_blank()
)
ggsave("circ-heatmap-testing.pdf", width = 4, height = 4, device = cairo_pdf)